diff --git a/.RData b/.RData index cc7d1f9..349a64b 100644 Binary files a/.RData and b/.RData differ diff --git a/.Rhistory b/.Rhistory index e01b757..c058d9e 100644 --- a/.Rhistory +++ b/.Rhistory @@ -1,512 +1,512 @@ -data = .)), -dtcomplex.model = map(train, ~ glm(prior.concussion ~ detrended.complexity_mean, -family = binomial(), -data = .)), -avp04.model = map(train, ~ glm(prior.concussion ~ avp04_mean, -family = binomial(), -data = .)), -avp48.model = map(train, ~ glm(prior.concussion ~ avp48_mean, -family = binomial(), -data = .)), -avp812.model = map(train, ~ glm(prior.concussion ~ avp812_mean, -family = binomial(), -data = .)), -dfa.model = map(train, ~ glm(prior.concussion ~ alpha_mean, -family = binomial(), -data = .)))) -concussion.models <- concussion.crossval %>% -mutate(train = map(train, as_tibble)) %>% -mutate(rcomplex.model = map(train, ~ glm(prior.concussion ~ raw.complexity_mean, -family = binomial(), -data = .)), -dtcomplex.model = map(train, ~ glm(prior.concussion ~ detrended.complexity_mean, -family = binomial(), -data = .)), -avp04.model = map(train, ~ glm(prior.concussion ~ avp04_mean, -family = binomial(), -data = .)), -avp48.model = map(train, ~ glm(prior.concussion ~ avp48_mean, -family = binomial(), -data = .)), -avp812.model = map(train, ~ glm(prior.concussion ~ avp812_mean, -family = binomial(), -data = .)), -dfa.model = map(train, ~ glm(prior.concussion ~ alpha_mean, -family = binomial(), -data = .))) -View(concussion.models) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = round(map2(rcomplex.model, test, type = "response", predict) + 0.00001), -dtcomplex.pred = round(map2(dtcomplex.model, test, type = "response", predict) + 0.00001), -avp04.pred = round(map2(avp04.model, test, type = "response", predict) + 0.00001), -avp48.pred = round(map2(avp48.model, test, type = "response", predict) + 0.00001), -avp812.pred = round(map2(avp812.model, test, type = "response", predict) + 0.00001), -alpha.pred = round(map2(dfa.model, test, type = "response", predict) + 0.00001), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:alpha.pred) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:alpha.pred) +output_type = "markdown") +first.fifty <- participants %>% +semi_join(valid.trials) %>% +filter(sx.current != "Yes" || is.na(sx.current)) %>% +filter(hand != "Left") %>% +select(id, order) %>% +arrange(order) %>% +filter(row_number(order) <= 50) +first.fifty.valid <- semi_join(valid.trials, first.fifty) +mmse.data.long <- mmse.data.long %>% +semi_join(first.fifty.valid) %>% +left_join(participants) %>% +select(id, trial, scale, sampen, prior.concussion) +rm(list = ls()) source("./R Script files/Helper functions.R") -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:alpha.pred) %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) +source("./R Script files/Participant information.R") +require(tidyverse) +require(furniture) +mmse.data <- read.csv("./Data Files/MMSE.csv", +header = TRUE, sep = ",") +mmse.detrended.data <- read.csv("./Data Files/Detrended MMSE.csv", +header = TRUE, sep = ",") +dfa.data <- read.csv("./Data Files/DFA.csv", +header = TRUE, sep = ",") +avp.data <- read.csv("./Data Files/AvP.csv", +header = TRUE, sep = ",") +trial.summary <- read.csv("./Data Files/Trial Summary.csv", +header = TRUE, sep = ",") +bad.trials <- read.csv("./Data Files/Excluded Trials.csv", +header = TRUE, sep = ",") +valid.trials <- trial_inclusion(trial.summary, bad.trials) +rm(list = "bad.trials") +mmse.data.long <- mmse.data %>% +gather(scale, sampen, -id, -block, -trial) %>% +mutate_if(is.character, funs(editVars)) %>% +mutate_if(is.character, as.numeric) +detrended.mmse.long <- mmse.detrended.data %>% +gather(scale, sampen, -id, -block, -trial) %>% +mutate_if(is.character, funs(editVars)) %>% +mutate_if(is.character, as.numeric) +rm(list = c("mmse.data", "mmse.detrended.data")) +first.fifty <- participants %>% +semi_join(valid.trials) %>% +filter(sx.current != "Yes" || is.na(sx.current)) %>% +filter(hand != "Left") %>% +select(id, order) %>% +arrange(order) %>% +filter(row_number(order) <= 50) +first.fifty.valid <- semi_join(valid.trials, first.fifty) +mmse.data.long <- mmse.data.long %>% +semi_join(first.fifty.valid) %>% +left_join(participants) %>% +select(id, trial, scale, sampen, prior.concussion) +ggplot(data = mmse.data.long, aes(x = scale, y = sampen, +group = interaction(id, trial))) + +facet_wrap(~prior.concussion) + +geom_line() +detrended.mmse.long <- detrended.mmse.long %>% +semi_join(first.fifty.valid) %>% +left_join(participants) %>% +select(id, trial, scale, sampen, prior.concussion) +ggplot(data = detrended.mmse.long, aes(x = scale, y = sampen, +group = interaction(id, trial))) + +facet_wrap(~prior.concussion) + +geom_line() +raw.complexity <- mmse.data.long %>% +group_by(id, trial) %>% +summarise(complexity = sum(sampen)) %>% +mutate(type = "raw.complexity") +detrended.complexity <- detrended.mmse.long %>% +group_by(id, trial) %>% +summarise(complexity = sum(sampen)) %>% +mutate(type = "detrended.complexity") +complexity <- bind_rows(raw.complexity, detrended.complexity) %>% +spread(type, complexity) +rm(list = c("raw.complexity", "detrended.complexity")) +avp.data <- semi_join(avp.data, first.fifty.valid) +trial.summary <- semi_join(trial.summary, first.fifty.valid) +injury.time <- c("Uninjured", "Recent", "Remote") +participants <- semi_join(participants, first.fifty) %>% +select(id, block, order, gender, hand, gamer, prior.concussion, +LOC, amnesia, sx.current, age, height, weight, diagnosed.number, +suspected.number, concussion.number, total.loc, total.retrograde, total.anterograde, +diagnosed.recent, suspected.recent) %>% +mutate(tfi.min = age - max(diagnosed.recent, suspected.recent, na.rm = TRUE) - 1, +tfi.max = age - max(diagnosed.recent, suspected.recent, na.rm = TRUE), +tfi.min.nom = ifelse(tfi.min == Inf, "Uninjured", +ifelse(tfi.min > 0.5, "Remote", "Recent")), +tfi.max.nom = ifelse(tfi.max == Inf, "Uninjured", +ifelse(tfi.max > 0.5, "Remote", "Recent"))) +trial.outcomes <- left_join(complexity, avp.data) %>% +left_join(trial.summary) %>% +select(-valid.newtons, -valid.volts, -rmse.N) +average.outcomes <- trial.outcomes %>% +group_by(id) %>% +summarise_each(funs(mean, cv, n()), rmse.V, raw.complexity, detrended.complexity, +avp04, avp48, avp812) %>% +ungroup() %>% +select(id:rmse.V_n) %>% +rename(trials = rmse.V_n) %>% +left_join(participants) %>% +select(id, order, block, trials, gender:tfi.max.nom, everything()) +table1(participants, +height, weight, age, gender, hand, gamer, LOC, amnesia, +as.factor(diagnosed.number), as.factor(suspected.number), as.factor(concussion.number), +as.factor(total.loc), as.factor(total.retrograde), as.factor(total.anterograde), +splitby = ~prior.concussion, +test = TRUE, +output_type = "markdown") +participants %>% mutate(age - max(diagnosed.recent, suspected.recent, na.rm = TRUE)) +participants %>% mutate(x = age - max(diagnosed.recent, suspected.recent, na.rm = TRUE)) %>% select(id, x) +participants %>% mutate(x = max(diagnosed.recent, suspected.recent, na.rm = TRUE)) %>% select(id, x) +rm(list = ls()) source("./R Script files/Helper functions.R") -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:alpha.pred) %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:alpha.pred) -View(concussion.predictions) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:alpha.pred) %>% -unnest() -View(concussion.predictions) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:alpha.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) -View(concussion.predictions) -concussion.models <- concussion.crossval %>% -mutate(train = map(train, as_tibble)) %>% -mutate(rcomplex.model = map(train, ~ glm(prior.concussion ~ raw.complexity_mean, -family = binomial(), -data = .)), -dtcomplex.model = map(train, ~ glm(prior.concussion ~ detrended.complexity_mean, -family = binomial(), -data = .)), -avp04.model = map(train, ~ glm(prior.concussion ~ avp04_mean, -family = binomial(), -data = .)), -avp48.model = map(train, ~ glm(prior.concussion ~ avp48_mean, -family = binomial(), -data = .)), -avp812.model = map(train, ~ glm(prior.concussion ~ avp812_mean, -family = binomial(), -data = .)), -dfa.model = map(train, ~ glm(prior.concussion ~ alpha_mean, -family = binomial(), -data = .)), -complete.model = map(train, ~ glm(as.factor(prior.concussion) ~ detrended.complexity_mean + avp04_mean + avp48_mean + -avp812_mean + alpha_mean, -family = binomial(), -data = .))) -concussion.models <- concussion.crossval %>% -mutate(train = map(train, as_tibble)) %>% -mutate(rcomplex.model = map(train, ~ glm(as.factor(prior.concussion) ~ raw.complexity_mean, -family = binomial, -data = .)), -dtcomplex.model = map(train, ~ glm(as.factor(prior.concussion) ~ detrended.complexity_mean, -family = binomial, -data = .)), -avp04.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp04_mean, -family = binomial, -data = .)), -avp48.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp48_mean, -family = binomial, -data = .)), -avp812.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp812_mean, -family = binomial, -data = .)), -dfa.model = map(train, ~ glm(as.factor(prior.concussion) ~ alpha_mean, -family = binomial, -data = .)), -complete.model = map(train, ~ glm(as.factor(as.factor(prior.concussion)) ~ detrended.complexity_mean + -avp04_mean + avp48_mean + avp812_mean + alpha_mean, -family = binomial, -data = .))) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) -View(concussion.predictions) -concussion.models <- concussion.crossval %>% -mutate(train = map(train, as_tibble)) %>% -mutate(rcomplex.model = map(train, ~ glm(as.factor(prior.concussion) ~ raw.complexity_cv, -family = binomial, -data = .)), -dtcomplex.model = map(train, ~ glm(as.factor(prior.concussion) ~ detrended.complexity_cv, -family = binomial, -data = .)), -avp04.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp04_cv, -family = binomial, -data = .)), -avp48.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp48_cv, -family = binomial, -data = .)), -avp812.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp812_cv, -family = binomial, -data = .)), -dfa.model = map(train, ~ glm(as.factor(prior.concussion) ~ alpha_cv, -family = binomial, -data = .)), -complete.model = map(train, ~ glm(as.factor(as.factor(prior.concussion)) ~ detrended.complexity_cv + -avp04_cv + avp48_cv + avp812_cv + alpha_cv, -family = binomial, -data = .))) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) -View(average.outcomes) -set.seed(2000000) -concussion.crossval <- select(average.outcomes, id, gender, prior.concussion, raw.complexity_mean:alpha_cv) %>% -mutate(prior.concussion = ifelse(prior.concussion == "Yes", 1, 0)) %>% -crossv_kfold(10) -concussion.models <- concussion.crossval %>% -mutate(train = map(train, as_tibble)) %>% -mutate(rcomplex.model = map(train, ~ glm(as.factor(prior.concussion) ~ raw.complexity_cv, -family = binomial, -data = .)), -dtcomplex.model = map(train, ~ glm(as.factor(prior.concussion) ~ detrended.complexity_cv, -family = binomial, -data = .)), -avp04.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp04_cv, -family = binomial, -data = .)), -avp48.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp48_cv, -family = binomial, -data = .)), -avp812.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp812_cv, -family = binomial, -data = .)), -dfa.model = map(train, ~ glm(as.factor(prior.concussion) ~ alpha_cv, -family = binomial, -data = .)), -complete.model = map(train, ~ glm(as.factor(as.factor(prior.concussion)) ~ detrended.complexity_cv + -avp04_cv + avp48_cv + avp812_cv + alpha_cv, -family = binomial, -data = .))) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) -View(concussion.predictions) -set.seed(2000000) -concussion.crossval <- select(average.outcomes, id, gender, prior.concussion, raw.complexity_mean:alpha_cv, dx.status) %>% -mutate(prior.concussion = ifelse(prior.concussion == "Yes", 1, 0)) %>% -filter(dx.status != "Susp Only") %>% -crossv_kfold(10) -## Singular mean models -concussion.models <- concussion.crossval %>% -mutate(train = map(train, as_tibble)) %>% -mutate(rcomplex.model = map(train, ~ glm(as.factor(prior.concussion) ~ raw.complexity_mean, -family = binomial, -data = .)), -dtcomplex.model = map(train, ~ glm(as.factor(prior.concussion) ~ detrended.complexity_mean, -family = binomial, -data = .)), -avp04.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp04_mean, -family = binomial, -data = .)), -avp48.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp48_mean, -family = binomial, -data = .)), -avp812.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp812_mean, -family = binomial, -data = .)), -dfa.model = map(train, ~ glm(as.factor(prior.concussion) ~ alpha_mean, -family = binomial, -data = .)), -complete.model = map(train, ~ glm(as.factor(as.factor(prior.concussion)) ~ detrended.complexity_mean + -avp04_mean + avp48_mean + avp812_mean + alpha_mean, -family = binomial, -data = .))) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) -View(concussion.predictions) -source("./R Script files/Helper functions.R") -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) %>% -summarise_at(vars(acutal, ends_with("pred")), funs(predictive_ability)) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) %>% -summarise_at(vars(actual, ends_with("pred")), funs(predictive_ability)) -install.packages("caret") -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) %>% -summarise_at(vars(actual, ends_with("pred")), funs(predictive_ability)) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) %>% -summarise_each(vars(actual, ends_with("pred")), funs(predictive_ability)) -View(concussion.predictions) -confusionMatrix(concussion.predictions$actual, concussion.predictions$rcomplex.pred) -install.packages("e1071") -confusionMatrix(concussion.predictions$actual, concussion.predictions$rcomplex.pred) -?confusionMatrix -confusionMatrix(concussion.predictions$actual, concussion.predictions$rcomplex.pred,) -confusionMatrix(concussion.predictions$actual, concussion.predictions$rcomplex.pred, positive = "1") -confusionMatrix(concussion.predictions$actual, concussion.predictions$dtcomplex.pred, positive = "1") -concussion.crossval <- select(average.outcomes, id, gender, prior.concussion, raw.complexity_mean:alpha_cv, dx.status) %>% -filter(dx.status != "Susp Only") %>% -crossv_kfold(10) -## Singular mean models -concussion.models <- concussion.crossval %>% -mutate(train = map(train, as_tibble)) %>% -mutate(rcomplex.model = map(train, ~ glm(as.factor(prior.concussion) ~ raw.complexity_mean, -family = binomial, -data = .)), -dtcomplex.model = map(train, ~ glm(as.factor(prior.concussion) ~ detrended.complexity_mean, -family = binomial, -data = .)), -avp04.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp04_mean, -family = binomial, -data = .)), -avp48.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp48_mean, -family = binomial, -data = .)), -avp812.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp812_mean, -family = binomial, -data = .)), -dfa.model = map(train, ~ glm(as.factor(prior.concussion) ~ alpha_mean, -family = binomial, -data = .)), -complete.model = map(train, ~ glm(as.factor(as.factor(prior.concussion)) ~ detrended.complexity_mean + -avp04_mean + avp48_mean + avp812_mean + alpha_mean, -family = binomial, -data = .))) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) %>% -summarise_each(vars(actual, ends_with("pred")), funs(predictive_ability)) -confusionMatrix(concussion.predictions$actual, concussion.predictions$dtcomplex.pred, positive = "1") -concussion.crossval <- select(average.outcomes, id, gender, prior.concussion, raw.complexity_mean:alpha_cv, dx.status) %>% -filter(dx.status != "Susp Only") %>% -crossv_kfold(10) -concussion.models <- concussion.crossval %>% -mutate(train = map(train, as_tibble)) %>% -mutate(rcomplex.model = map(train, ~ glm(as.factor(prior.concussion) ~ raw.complexity_mean, -family = binomial, -data = .)), -dtcomplex.model = map(train, ~ glm(as.factor(prior.concussion) ~ detrended.complexity_mean, -family = binomial, -data = .)), -avp04.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp04_mean, -family = binomial, -data = .)), -avp48.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp48_mean, -family = binomial, -data = .)), -avp812.model = map(train, ~ glm(as.factor(prior.concussion) ~ avp812_mean, -family = binomial, -data = .)), -dfa.model = map(train, ~ glm(as.factor(prior.concussion) ~ alpha_mean, -family = binomial, -data = .)), -complete.model = map(train, ~ glm(as.factor(as.factor(prior.concussion)) ~ detrended.complexity_mean + -avp04_mean + avp48_mean + avp812_mean + alpha_mean, -family = binomial, -data = .))) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) -View(concussion.predictions) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) -confusionMatrix(concussion.predictions$actual, concussion.predictions$dtcomplex.pred) -View(concussion.predictions) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) %>% -mutate_at(vars(ends_with("pred")), factor(levels = c("No", "Yes"))) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) %>% -mutate_at(vars(ends_with("pred")), funs(as.factor(levels = c("No", "Yes")))) -concussion.predictions <- concussion.models %>% -mutate(rcomplex.pred = map2(rcomplex.model, test, type = "response", predict), -dtcomplex.pred = map2(dtcomplex.model, test, type = "response", predict), -avp04.pred = map2(avp04.model, test, type = "response", predict), -avp48.pred = map2(avp48.model, test, type = "response", predict), -avp812.pred = map2(avp812.model, test, type = "response", predict), -alpha.pred = map2(dfa.model, test, type = "response", predict), -complete.pred = map2(complete.model, test, type = "response", predict), -id = map(map(test, as.data.frame), "id", select), -actual = map(map(test, as.data.frame), "prior.concussion", select)) %>% -select(id, actual, rcomplex.pred:complete.pred) %>% -unnest() %>% -mutate_at(vars(ends_with("pred")), funs(round_pred)) %>% -mutate_at(vars(ends_with("pred")), funs(as.factor)) +source("./R Script files/Participant information.R") +require(tidyverse) +require(furniture) +mmse.data <- read.csv("./Data Files/MMSE.csv", +header = TRUE, sep = ",") +mmse.detrended.data <- read.csv("./Data Files/Detrended MMSE.csv", +header = TRUE, sep = ",") +dfa.data <- read.csv("./Data Files/DFA.csv", +header = TRUE, sep = ",") +avp.data <- read.csv("./Data Files/AvP.csv", +header = TRUE, sep = ",") +trial.summary <- read.csv("./Data Files/Trial Summary.csv", +header = TRUE, sep = ",") +bad.trials <- read.csv("./Data Files/Excluded Trials.csv", +header = TRUE, sep = ",") +valid.trials <- trial_inclusion(trial.summary, bad.trials) +rm(list = "bad.trials") +mmse.data.long <- mmse.data %>% +gather(scale, sampen, -id, -block, -trial) %>% +mutate_if(is.character, funs(editVars)) %>% +mutate_if(is.character, as.numeric) +detrended.mmse.long <- mmse.detrended.data %>% +gather(scale, sampen, -id, -block, -trial) %>% +mutate_if(is.character, funs(editVars)) %>% +mutate_if(is.character, as.numeric) +rm(list = c("mmse.data", "mmse.detrended.data")) +first.fifty <- participants %>% +semi_join(valid.trials) %>% +filter(sx.current != "Yes" || is.na(sx.current)) %>% +filter(hand != "Left") %>% +select(id, order) %>% +arrange(order) %>% +filter(row_number(order) <= 50) +first.fifty.valid <- semi_join(valid.trials, first.fifty) +mmse.data.long <- mmse.data.long %>% +semi_join(first.fifty.valid) %>% +left_join(participants) %>% +select(id, trial, scale, sampen, prior.concussion) +ggplot(data = mmse.data.long, aes(x = scale, y = sampen, +group = interaction(id, trial))) + +facet_wrap(~prior.concussion) + +geom_line() +detrended.mmse.long <- detrended.mmse.long %>% +semi_join(first.fifty.valid) %>% +left_join(participants) %>% +select(id, trial, scale, sampen, prior.concussion) +ggplot(data = detrended.mmse.long, aes(x = scale, y = sampen, +group = interaction(id, trial))) + +facet_wrap(~prior.concussion) + +geom_line() +raw.complexity <- mmse.data.long %>% +group_by(id, trial) %>% +summarise(complexity = sum(sampen)) %>% +mutate(type = "raw.complexity") +detrended.complexity <- detrended.mmse.long %>% +group_by(id, trial) %>% +summarise(complexity = sum(sampen)) %>% +mutate(type = "detrended.complexity") +complexity <- bind_rows(raw.complexity, detrended.complexity) %>% +spread(type, complexity) +rm(list = c("raw.complexity", "detrended.complexity")) +avp.data <- semi_join(avp.data, first.fifty.valid) +trial.summary <- semi_join(trial.summary, first.fifty.valid) +injury.time <- c("Uninjured", "Recent", "Remote") +participants <- semi_join(participants, first.fifty) %>% +select(id, block, order, gender, hand, gamer, prior.concussion, +LOC, amnesia, sx.current, age, height, weight, diagnosed.number, +suspected.number, concussion.number, total.loc, total.retrograde, total.anterograde, +diagnosed.recent, suspected.recent) %>% +ungroup() %>% +mutate(tfi.min = age - max(diagnosed.recent, suspected.recent, na.rm = TRUE) - 1, +tfi.max = age - max(diagnosed.recent, suspected.recent, na.rm = TRUE), +tfi.min.nom = ifelse(tfi.min == Inf, "Uninjured", +ifelse(tfi.min > 0.5, "Remote", "Recent")), +tfi.max.nom = ifelse(tfi.max == Inf, "Uninjured", +ifelse(tfi.max > 0.5, "Remote", "Recent"))) +View(participants) +participants %>% mutate(x = max(diagnosed.recent, suspected.recent, na.rm = TRUE)) %>% select(id, x) +#### File Description #### +# Author: Adam Raikes +# Initial Date: 11/30/2016 +# Local Depends: +# Local Files: ./Data Files/*.csv +# +# Description: Multiple regression.R is the multiple regression for my +# dissertation. This file will contain all of the commands for running, +# plotting, and interpretting the multiple regressions used for each outcome. +#### Create clean workspace #### +rm(list = ls()) +#### Source additional files #### +# Load helper functions source("./R Script files/Helper functions.R") -source("./R Script files/Deidentification.R") -source("./R Script files/Trial Validation.R") -source("./R Script files/Deidentification.R") +# Load participant information +source("./R Script files/Participant information.R") +#### Load additional libraries #### +require(tidyverse) +require(furniture) +#### Load outcomes data #### +mmse.data <- read.csv("./Data Files/MMSE.csv", +header = TRUE, sep = ",") +mmse.detrended.data <- read.csv("./Data Files/Detrended MMSE.csv", +header = TRUE, sep = ",") +dfa.data <- read.csv("./Data Files/DFA.csv", +header = TRUE, sep = ",") +avp.data <- read.csv("./Data Files/AvP.csv", +header = TRUE, sep = ",") +trial.summary <- read.csv("./Data Files/Trial Summary.csv", +header = TRUE, sep = ",") +#### Identify participants and trials to be excluded #### +# Removal is based on criteria: +# 1. Number of visible points per trial is > 20% +# 2. Trials do not include areas of 0 slope, indicating removal of the finger from the load cell. +# 3. Participants are removed if the number of valid trials < 5. +# 4. Participants are removed if there are current symptoms +bad.trials <- read.csv("./Data Files/Excluded Trials.csv", +header = TRUE, sep = ",") +valid.trials <- trial_inclusion(trial.summary, bad.trials) +rm(list = "bad.trials") +#### Transform MMSE dataframes to long and convert scales from chr to numeric #### +mmse.data.long <- mmse.data %>% +gather(scale, sampen, -id, -block, -trial) %>% +mutate_if(is.character, funs(editVars)) %>% +mutate_if(is.character, as.numeric) +detrended.mmse.long <- mmse.detrended.data %>% +gather(scale, sampen, -id, -block, -trial) %>% +mutate_if(is.character, funs(editVars)) %>% +mutate_if(is.character, as.numeric) +rm(list = c("mmse.data", "mmse.detrended.data")) +#### Get first fifty valid participants #### +first.fifty <- participants %>% +semi_join(valid.trials) %>% +filter(sx.current != "Yes" || is.na(sx.current)) %>% +filter(hand != "Left") %>% +select(id, order) %>% +arrange(order) %>% +filter(row_number(order) <= 50) +first.fifty.valid <- semi_join(valid.trials, first.fifty) +#### Plot MMSE curves #### +mmse.data.long <- mmse.data.long %>% +semi_join(first.fifty.valid) %>% +left_join(participants) %>% +select(id, trial, scale, sampen, prior.concussion) +ggplot(data = mmse.data.long, aes(x = scale, y = sampen, +group = interaction(id, trial))) + +facet_wrap(~prior.concussion) + +geom_line() +detrended.mmse.long <- detrended.mmse.long %>% +semi_join(first.fifty.valid) %>% +left_join(participants) %>% +select(id, trial, scale, sampen, prior.concussion) +ggplot(data = detrended.mmse.long, aes(x = scale, y = sampen, +group = interaction(id, trial))) + +facet_wrap(~prior.concussion) + +geom_line() +#### Compute complexity #### +raw.complexity <- mmse.data.long %>% +group_by(id, trial) %>% +summarise(complexity = sum(sampen)) %>% +mutate(type = "raw.complexity") +detrended.complexity <- detrended.mmse.long %>% +group_by(id, trial) %>% +summarise(complexity = sum(sampen)) %>% +mutate(type = "detrended.complexity") +complexity <- bind_rows(raw.complexity, detrended.complexity) %>% +spread(type, complexity) +rm(list = c("raw.complexity", "detrended.complexity")) +#### Composite data frame #### +avp.data <- semi_join(avp.data, first.fifty.valid) +trial.summary <- semi_join(trial.summary, first.fifty.valid) +injury.time <- c("Uninjured", "Recent", "Remote") +participants <- semi_join(participants, first.fifty) %>% +select(id, block, order, gender, hand, gamer, prior.concussion, +LOC, amnesia, sx.current, age, height, weight, diagnosed.number, +suspected.number, concussion.number, total.loc, total.retrograde, total.anterograde, +diagnosed.recent, suspected.recent) %>% +group_by(id) %>% +mutate(tfi.min = age - max(diagnosed.recent, suspected.recent, na.rm = TRUE) - 1, +tfi.max = age - max(diagnosed.recent, suspected.recent, na.rm = TRUE), +tfi.min.nom = ifelse(tfi.min == Inf, "Uninjured", +ifelse(tfi.min > 0.5, "Remote", "Recent")), +tfi.max.nom = ifelse(tfi.max == Inf, "Uninjured", +ifelse(tfi.max > 0.5, "Remote", "Recent"))) +trial.outcomes <- left_join(complexity, avp.data) %>% +left_join(trial.summary) %>% +select(-valid.newtons, -valid.volts, -rmse.N) +#### Summarise individual outcomes #### +average.outcomes <- trial.outcomes %>% +group_by(id) %>% +summarise_each(funs(mean, cv, n()), rmse.V, raw.complexity, detrended.complexity, +avp04, avp48, avp812) %>% +ungroup() %>% +select(id:rmse.V_n) %>% +rename(trials = rmse.V_n) %>% +left_join(participants) %>% +select(id, order, block, trials, gender:tfi.max.nom, everything()) +#### Descriptive statistics #### +table1(participants, +height, weight, age, gender, hand, gamer, LOC, amnesia, +as.factor(diagnosed.number), as.factor(suspected.number), as.factor(concussion.number), +as.factor(total.loc), as.factor(total.retrograde), as.factor(total.anterograde), +splitby = ~prior.concussion, +test = TRUE, +output_type = "markdown") +rmse.lm <- lm(rmse.V_mean ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +rmse.step <- MASS::stepAIC(rmse.lm, trace = FALSE) +anova(rmse.step, rmse.lm) +summary(gvlma(rmse.step)) +require(gvlma) +summary(gvlma(rmse.step)) +plot(gvlma(rmse.step)) +plot(gvlma(rmse.step)) +rmse.lm <- lm(log(rmse.V_mean) ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +rmse.step <- MASS::stepAIC(rmse.lm, trace = FALSE) +anova(rmse.step, rmse.lm) +summary(gvlma(rmse.step)) +plot(gvlma(rmse.step)) +dev.off() +summary(rmse.step) +summary(rmse.lm) +exp(coef(rmse.step)) +summary(lm(log(rmse.V_mean ~ amnesia + LOC, data = average.outcomes))) +summary(lm(log(rmse.V_mean) ~ amnesia + LOC, data = average.outcomes)) +rmse.cv.lm <- lm(rmse.V_cv ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +rmse.cv.step <- MASS::stepAIC(rmse.cv.lm, trace = FALSE) +anova(rmse.cv.step, rmse.cv.lm) +summary(gvlma(rmse.cv.step)) +plot(rmse.cv.lm) +rmse.cv.lm <- lm(log(rmse.V_cv) ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +rmse.cv.step <- MASS::stepAIC(rmse.cv.lm, trace = FALSE) +anova(rmse.cv.step, rmse.cv.lm) +summary(rmse.cv.step) +summary(rmse.cv.lm) +summary(gvlma(rmse.cv.lm)) +rmse.cv.lm <- lm(rmse.V_cv ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +summary(gvlma(rmse.cv.lm)) +rmse.cv.lm <- lm(log(rmse.V_cv) ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp04.lm <- lm(avp04_mean ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp04.step <- MASS::stepAIC(avp04.lm, trace = FALSE) +anova(avp04.step, avp04.lm) +summary(gvlma(avp04.step)) +plot(gvlma(avp04.step)) +plot(avp04.lm) +LOC + amnesia)^2, +data = average.outcomes) +avp04.lm <- lm(log(avp04_mean) ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp04.step <- MASS::stepAIC(avp04.lm, trace = FALSE) +anova(avp04.step, avp04.lm) +plot(avp04.lm) +avp04.lm <- lm(sqrt(avp04_mean) ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp04.step <- MASS::stepAIC(avp04.lm, trace = FALSE) +anova(avp04.step, avp04.lm) +summary(gvlma(avp04.step)) +plot(gvlma(avp04.step)) +plot(avp04.lm) +summary(gvlma(avp04.lm)) +plot(gvlma(avp04.lm)) +plot(gvlma(avp04.lm)) +dev.off() +plot(gvlma(avp04.lm)) +plot(gvlma(avp04.lm)) +avp04.lm <- lm(1/avp04_mean ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp04.step <- MASS::stepAIC(avp04.lm, trace = FALSE) +anova(avp04.step, avp04.lm) +summary(gvlma(avp04.lm)) +avp04.lm <- lm(1/(avp04_mean^2) ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp04.step <- MASS::stepAIC(avp04.lm, trace = FALSE) +summary(gvlma(avp04.lm)) +summary(gvlma(avp04.lm)) +anova(avp04.step, avp04.lm) +avp04.lm <- lm(avp04_mean^2 ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp04.step <- MASS::stepAIC(avp04.lm, trace = FALSE) +anova(avp04.step, avp04.lm) +summary(gvlma(avp04.lm)) +plot(gvlma(avp04.lm)) +plot(avp04.lm) +?shapiro +shapiro.test(avp04.lm$residuals) +avp04.lm <- lm(avp04_mean ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +shapiro.test(avp04.lm$residuals) +avp04.lm <- lm(log(avp04_mean) ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +shapiro.test(avp04.lm$residuals) +avp04.lm <- lm(avp04_mean ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp04.step <- MASS::stepAIC(avp04.lm, trace = FALSE) +anova(avp04.step, avp04.lm) +summary(gvlma(avp04.step)) +avp04.lm <- lm(avp04_mean ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +plot(avp04.lm) +View(average.outcomes) +avp04.lm <- lm(avp04_mean ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes[average.outcomes$id != 918,]) +avp04.step <- MASS::stepAIC(avp04.lm, trace = FALSE) +anova(avp04.step, avp04.lm) +summary(gvlma(avp04.lm)) +plot(gvlma(avp04.lm)) +plot(gvlma(avp04.lm)) +dev.off() +plot(gvlma(avp04.lm)) +plot(gvlma(avp04.lm)) +plot(gvlma(avp04.lm), onepage = FALSE) +summary(gvlma(avp04.lm)) +summary(gvlma(avp04.step)) +plot(gvlma(avp04.step), onepage = FALSE) +summary(avp04.step) +avp04.lm <- lm(avp04_mean ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes[average.outcomes$id != 918,]) +avp04.lm <- lm(avp04_mean ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +plot(avp04.lm) +avp04.cv.lm <- lm(avp04_cv ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp04.cv.step <- MASS::stepAIC(avp04.cv.lm, trace = FALSE) +anova(avp04.cv.step, avp04.cv.lm) +summary(gvlma(avp04.cv.step)) +plot(gvlma(avp04.cv.step)) +plot(gvlma(avp04.cv.step), onepage = FALSE) +summary(avp04.cv.step) +summary(avp04.cv.step) +summary(lm(avp04_cv ~ diagnosed.number + amnesia, average.outcomes)) +avp48.lm <- lm(log(avp48_mean) ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp48.step <- MASS::stepAIC(avp48.lm, trace = FALSE) +anova(avp48.step, avp48.lm) +summary(gvlma(avp48.step)) +deletion.gvlma(gvlma(avp48.step)) +plot(gvlma(avp48.step), onepage = FALSE) +plot(avp48.step) +avp48.lm <- lm(avp48_mean ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes[c(-18),]) +avp48.step <- MASS::stepAIC(avp48.lm, trace = FALSE) +anova(avp48.step, avp48.lm) +summary(gvlma(avp48.step)) +summary(avp48.step) +avp48.cv.lm <- lm(avp48_cv ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp48.cv.step <- MASS::stepAIC(avp48.cv.lm, trace = FALSE) +anova(avp48.cv.step, avp48.cv.lm) +summary(gvlma(avp48.cv.step)) +avp812.lm <- lm(avp812_mean ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp812.step <- MASS::stepAIC(avp812.lm, trace = FALSE) +anova(avp812.step, avp812.lm) +summary(gvlma(avp812.step)) +plot(gvlma(avp812.step), onepage = FALSE) +avp812.lm <- lm(log(avp812_mean) ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp812.step <- MASS::stepAIC(avp812.lm, trace = FALSE) +anova(avp812.step, avp812.lm) +summary(gvlma(avp812.step)) +avp812.cv.lm <- lm(avp812_cv ~ (diagnosed.number + suspected.number + +LOC + amnesia)^2, +data = average.outcomes) +avp812.cv.step <- MASS::stepAIC(avp812.cv.lm, trace = FALSE) +anova(avp812.cv.step, avp812.cv.lm) +summary(gvlma(avp812.cv.step)) +summary(avp812.cv.step) +simulate(avp812.step) +simulate(avp812.step,nsim=4) diff --git a/Data Files/Concussion Symptoms.csv b/Data Files/Concussion Symptoms.csv index 4e53538..145742e 100644 --- a/Data Files/Concussion Symptoms.csv +++ b/Data Files/Concussion Symptoms.csv @@ -1,161 +1,161 @@ -"id","block","LOC","LOC.number","LOC.duration","LOC.number2","LOC.duration2","seizure","seizure.number","seizure.age","seizure.recent","amnesia","retrograde.duration1","retrograde.age1","retrograde.duration2","retrograde.age2","anterograde.duration1","anterograde.age1","anterograde.duration2","anterograde.age2","anterograde.duration3","anterograde.age3","anterograde.duration4","anterograde.age4","sxduration.12mo","sx.exertion","sx.current","Notes" -438,"Second","Y",1,0.5,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,0,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,1,"No",NA -821,"First","N",0,NA,NA,NA,"N",0,NA,NA,"Y",2,30,NA,NA,0,0,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,1,"No",NA -239,"Second","N",0,NA,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,0,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,0,"No",NA -175,"First","N",0,NA,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,0,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -962,"Second","N",0,NA,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,0,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,0,"No",NA -831,"First","Y",1,0.25,NA,NA,"N",0,NA,NA,"Y",0,NA,NA,NA,0.25,10,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -161,"Second","Y",1,1,NA,NA,"N",0,NA,NA,"Y",0,NA,NA,NA,10,18,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -633,"First","Y",1,10,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,1,0,"Yes",NA -164,"Second","Y",1,0.17,NA,NA,"N",0,NA,NA,"Y",0.17,17,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -996,"First","Y",2,1,NA,0.5,"N",0,NA,NA,"N",0,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,1,3,1,NA,NA,NA,NA,NA,2,"No",NA -744,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -641,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -581,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -760,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -354,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -173,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,1,19,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,1,2,"Yes","Persistent sleep disturbance" -214,"First","Y",1,0.0166666666666667,NA,NA,"N",0,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -298,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,120,9,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"Yes","Recurrent weekly HA (3x/wk)" -55,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,"Yes","Exercise-induced HA" -494,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,1,"No",NA -989,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -217,"Second","Y",3,0.5,NA,NA,"N",NA,NA,NA,"Y",5760,15,NA,NA,10,15,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,1,NA,NA,1,"No",NA -362,"First","Y",2,0.5,NA,NA,"N",NA,NA,NA,"Y",1,15,NA,NA,1,20,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,1,1,"Yes","Cervicogenic HA" -876,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",30,11,NA,NA,720,11,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -912,"First","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -176,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,2,14,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA -53,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -259,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -692,"First","Y",2,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,2,NA,1,NA,NA,NA,NA,1,"No",NA -103,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,0,"No",NA -281,"First","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1,NA,NA,NA,NA,1,"No",NA -90,"Second","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -509,"First","Y",1,0.166666666666667,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,1,"No",NA -535,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -867,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,0,"No",NA -84,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -765,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -557,"Second","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",3,17,NA,NA,7,17,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,1,"No",NA -606,"First","Y",3,1,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -235,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,"No","Difficulty with event recall not due to concussive event." -992,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",30,16,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA -43,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",0.166666666666667,14,0.05,14,NA,NA,NA,NA,NA,NA,NA,NA,NA,5,1,NA,NA,NA,NA,NA,6,"No",NA -726,"First","Y",1,0.333333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,2,"No",NA -909,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,1,"No",NA -675,"First","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",2,14,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -59,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -889,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -553,"Second","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -586,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -264,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,4,NA,NA,NA,NA,NA,NA,1,"No",NA -862,"First","Y",1,1,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -732,"Second","Y",1,1,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -226,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,"No",NA -723,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -108,"First","Y",1,0.333333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -654,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -918,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -716,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -926,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -637,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -511,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -695,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -533,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -177,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -315,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -597,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -104,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -652,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -493,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -437,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -169,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -150,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -453,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -355,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -234,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -188,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -204,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -787,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -956,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -223,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -360,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -623,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -809,"Second","Y",1,0.166666666666667,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,1200,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -988,"First","Y",1,2,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -525,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,2,"No",NA -249,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -143,"Second","Y",1,0.666666666666667,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,0,"No",NA -23,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -545,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,1,"No",NA -803,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -256,"Second","Y",2,0.25,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,60,18,NA,NA,NA,NA,NA,NA,3,1,1,NA,NA,NA,NA,NA,2,"No",NA -900,"First","Y",2,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,0,"No",NA -921,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,1,"Yes","HA, sleep" -370,"First","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,15,15,NA,NA,NA,NA,NA,NA,4,1,1,NA,NA,NA,NA,NA,2,"No",NA -60,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -70,"First","Y",1,0.05,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -98,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,35,14,NA,NA,NA,NA,NA,NA,1,2,3,1,NA,NA,NA,NA,5,"No",NA -636,"First","Y",1,0.25,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,3,19,5,15,NA,NA,NA,NA,1,2,1,NA,NA,NA,NA,NA,0,"Yes","HA, tired" -194,"Second","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,1,NA,NA,NA,0,"No",NA -418,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,1,"No",NA -432,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,15,13,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -467,"First","Y",1,0.0833333333333333,2,0.0333333333333333,"N",NA,NA,NA,"Y",NA,NA,NA,NA,30,16,5,23,NA,NA,NA,NA,2,NA,NA,NA,NA,1,NA,NA,0,"No",NA -420,"Second","Y",1,1440,NA,NA,"N",NA,NA,NA,"Y",7200,5,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA -416,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -833,"Second","Y",1,0.333333333333333,2,0.5,"N",NA,NA,NA,"Y",NA,NA,NA,NA,5,12,3,18,NA,NA,NA,NA,4,1,NA,NA,NA,NA,NA,NA,2,"Yes",NA -601,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -215,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -519,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,6,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -885,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -987,"First","Y",1,0.05,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -680,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -410,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -323,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,1,"No",NA -895,"First","Y",1,30,NA,NA,"Y",1,16,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,1,"No","Participant identified anterograde amnesia on form. However, this duration coincides with the LOC duration." -563,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,1,1,NA,NA,NA,NA,NA,2,"No",NA -706,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -731,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,1,"No",NA -677,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -190,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -121,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",1,14,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -457,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -908,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -585,"Second","Y",1,0.166666666666667,1,0.0833333333333333,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,1,"No",NA -890,"First","Y",1,0.25,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -971,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -393,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -118,"First","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA -845,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -122,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",1,17,NA,NA,2,17,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA -195,"First","Y",1,0.166666666666667,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,2,NA,NA,NA,NA,NA,NA,0,"No",NA -614,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -383,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,1,"No",NA -266,"First","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",10,13,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,1,NA,NA,NA,0,"Yes","Peripheral double vision; orthostatic hypotension" -579,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -816,"First","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,30,17,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,0,"No",NA -265,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -183,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,20,18,NA,NA,NA,NA,NA,NA,2,1,NA,NA,NA,NA,NA,NA,1,"No",NA -764,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,2,"Yes","HA and decreasede concentration" -628,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,0,"No",NA -332,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,1,NA,NA,NA,NA,NA,0,"No",NA -442,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -28,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -522,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -207,"Second","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,60,16,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -305,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -659,"First","Y",1,60,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,1,NA,NA,0,"No",NA -932,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -15,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,0,"Yes","Recurring migraine that may or may not be from concussion. Dx occurred > year post-injury" -129,"First","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,2,"No",NA -802,"Second","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"Y",30,17,NA,NA,60,5,30,12,120,16,60,18,NA,7,NA,NA,NA,NA,NA,NA,2,"No",NA -742,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -128,"First","Y",1,1,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -947,"Second","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,5,13,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -745,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -565,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -12,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -19,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,1,"No",NA -130,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -436,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -986,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,3,10,1,12,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +id,block,LOC,LOC.number,LOC.duration,LOC.number2,LOC.duration2,seizure,seizure.number,seizure.age,seizure.recent,amnesia,retrograde.duration1,retrograde.age1,retrograde.duration2,retrograde.age2,anterograde.duration1,anterograde.age1,anterograde.duration2,anterograde.age2,anterograde.duration3,anterograde.age3,anterograde.duration4,anterograde.age4,sxduration.12mo,sx.exertion,sx.current,Notes +438,Second,Y,1,0.5,NA,NA,N,0,NA,NA,N,0,NA,NA,NA,0,0,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,1,No,NA +821,First,N,0,NA,NA,NA,N,0,NA,NA,Y,2,30,NA,NA,0,0,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,1,No,NA +239,Second,N,0,NA,NA,NA,N,0,NA,NA,N,0,NA,NA,NA,0,0,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,0,No,NA +175,First,N,0,NA,NA,NA,N,0,NA,NA,N,0,NA,NA,NA,0,0,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,No,NA +962,Second,N,0,NA,NA,NA,N,0,NA,NA,N,0,NA,NA,NA,0,0,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,0,No,NA +831,First,Y,1,0.25,NA,NA,N,0,NA,NA,Y,0,NA,NA,NA,0.25,10,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,No,NA +161,Second,Y,1,1,NA,NA,N,0,NA,NA,Y,0,NA,NA,NA,10,18,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,No,NA +633,First,Y,1,10,NA,NA,N,0,NA,NA,N,0,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,1,0,Yes,NA +164,Second,Y,1,0.17,NA,NA,N,0,NA,NA,Y,0.17,17,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +996,First,Y,2,1,NA,0.5,N,0,NA,NA,N,0,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,1,3,1,NA,NA,NA,NA,NA,2,No,NA +744,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +641,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +581,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +760,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +354,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +173,Second,Y,1,0.5,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,1,19,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,1,2,Yes,Persistent sleep disturbance +214,First,Y,1,0.016666667,NA,NA,N,0,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +298,Second,N,NA,NA,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,120,9,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,Yes,Recurrent weekly HA (3x/wk) +55,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,Poss,Exercise-induced HA +494,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,1,No,NA +989,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +217,Second,Y,3,0.5,NA,NA,N,NA,NA,NA,Y,5760,15,NA,NA,10,15,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,1,NA,NA,1,No,NA +362,First,Y,2,0.5,NA,NA,N,NA,NA,NA,Y,1,15,NA,NA,1,20,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,1,1,Yes,Cervicogenic HA +876,Second,Y,1,0.5,NA,NA,N,NA,NA,NA,Y,30,11,NA,NA,720,11,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,No,NA +912,First,Y,1,0.5,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +176,Second,N,NA,NA,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,2,14,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,No,NA +53,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +259,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +692,First,Y,2,0.5,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,2,NA,1,NA,NA,NA,NA,1,No,NA +103,Second,Y,1,0.5,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,0,No,NA +281,First,Y,1,0.5,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1,NA,NA,NA,NA,1,No,NA +90,Second,Y,1,0.083333333,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +509,First,Y,1,0.166666667,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,1,No,NA +535,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,No,NA +867,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,0,No,NA +84,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +765,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,No,NA +557,Second,Y,1,1,NA,NA,N,NA,NA,NA,Y,3,17,NA,NA,7,17,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,1,No,NA +606,First,Y,3,1,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,No,NA +235,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,No,Difficulty with event recall not due to concussive event. +992,First,N,NA,NA,NA,NA,N,NA,NA,NA,Y,30,16,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,No,NA +43,Second,N,NA,NA,NA,NA,N,NA,NA,NA,Y,0.166666667,14,0.05,14,NA,NA,NA,NA,NA,NA,NA,NA,NA,5,1,NA,NA,NA,NA,NA,6,No,NA +726,First,Y,1,0.333333333,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,2,No,NA +909,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,1,No,NA +675,First,Y,1,0.5,NA,NA,N,NA,NA,NA,Y,2,14,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +59,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,No,NA +889,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +553,Second,Y,1,0.083333333,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,No,NA +586,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +264,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,4,NA,NA,NA,NA,NA,NA,1,No,NA +862,First,Y,1,1,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,No,NA +732,Second,Y,1,1,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,No,NA +226,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,No,NA +723,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,No,NA +108,First,Y,1,0.333333333,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,No,NA +654,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +918,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +716,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +926,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +637,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +511,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +695,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +533,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +177,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +315,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +597,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +104,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +652,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +493,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +437,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +169,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +150,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +453,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +355,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +234,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +188,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +204,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +787,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +956,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +223,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +360,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +623,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +809,Second,Y,1,0.166666667,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,1200,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,No,NA +988,First,Y,1,2,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +525,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,2,No,NA +249,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,No,NA +143,Second,Y,1,0.666666667,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,0,No,NA +23,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,No,NA +545,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,1,No,NA +803,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +256,Second,Y,2,0.25,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,60,18,NA,NA,NA,NA,NA,NA,3,1,1,NA,NA,NA,NA,NA,2,No,NA +900,First,Y,2,0.5,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,0,No,NA +921,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,1,Yes,"HA, sleep" +370,First,Y,1,1,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,15,15,NA,NA,NA,NA,NA,NA,4,1,1,NA,NA,NA,NA,NA,2,No,NA +60,Second,Y,1,0.5,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,No,NA +70,First,Y,1,0.05,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +98,Second,N,NA,NA,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,35,14,NA,NA,NA,NA,NA,NA,1,2,3,1,NA,NA,NA,NA,5,No,NA +636,First,Y,1,0.25,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,3,19,5,15,NA,NA,NA,NA,1,2,1,NA,NA,NA,NA,NA,0,Yes,"HA, tired" +194,Second,Y,1,0.083333333,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,1,NA,NA,NA,0,No,NA +418,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,1,No,NA +432,Second,N,NA,NA,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,15,13,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,No,NA +467,First,Y,1,0.083333333,2,0.033333333,N,NA,NA,NA,Y,NA,NA,NA,NA,30,16,5,23,NA,NA,NA,NA,2,NA,NA,NA,NA,1,NA,NA,0,No,NA +420,Second,Y,1,1440,NA,NA,N,NA,NA,NA,Y,7200,5,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,No,NA +416,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,No,NA +833,Second,Y,1,0.333333333,2,0.5,N,NA,NA,NA,Y,NA,NA,NA,NA,5,12,3,18,NA,NA,NA,NA,4,1,NA,NA,NA,NA,NA,NA,2,Yes,NA +601,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,No,NA +215,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,No,NA +519,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,6,NA,NA,NA,NA,NA,NA,NA,0,No,NA +885,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,No,NA +987,First,Y,1,0.05,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +680,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +410,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +323,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,1,No,NA +895,First,Y,1,30,NA,NA,Y,1,16,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,1,No,"Participant identified anterograde amnesia on form. However, this duration coincides with the LOC duration." +563,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,1,1,NA,NA,NA,NA,NA,2,No,NA +706,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +731,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,1,No,NA +677,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +190,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +121,Second,Y,1,0.5,NA,NA,N,NA,NA,NA,Y,1,14,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +457,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +908,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +585,Second,Y,1,0.166666667,1,0.083333333,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,1,No,NA +890,First,Y,1,0.25,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +971,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +393,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,No,NA +118,First,Y,1,0.083333333,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,No,NA +845,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +122,Second,Y,1,0.5,NA,NA,N,NA,NA,NA,Y,1,17,NA,NA,2,17,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,No,NA +195,First,Y,1,0.166666667,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,2,NA,NA,NA,NA,NA,NA,0,No,NA +614,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +383,Second,Y,1,0.5,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,1,No,NA +266,First,Y,1,1,NA,NA,N,NA,NA,NA,Y,10,13,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,1,NA,NA,NA,0,Yes,Peripheral double vision; orthostatic hypotension +579,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,No,NA +816,First,Y,1,1,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,30,17,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,0,No,NA +265,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +183,Second,Y,1,0.5,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,20,18,NA,NA,NA,NA,NA,NA,2,1,NA,NA,NA,NA,NA,NA,1,No,NA +764,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,2,Yes,HA and decreasede concentration +628,Second,Y,1,0.5,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,0,No,NA +332,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,1,NA,NA,NA,NA,NA,0,No,NA +442,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +28,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +522,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +207,Second,Y,1,1,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,60,16,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,No,NA +305,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +659,First,Y,1,60,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,1,NA,NA,0,No,NA +932,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +15,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,0,Poss,Recurring migraine that may or may not be from concussion. Dx occurred > year post-injury +129,First,Y,1,0.5,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,2,No,NA +802,Second,Y,1,0.083333333,NA,NA,N,NA,NA,NA,Y,30,17,NA,NA,60,5,30,12,120,16,60,18,NA,7,NA,NA,NA,NA,NA,NA,2,No,NA +742,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +128,First,Y,1,1,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +947,Second,Y,1,1,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,5,13,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,No,NA +745,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +565,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +12,Second,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +19,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,1,No,NA +130,First,N,NA,NA,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +436,Second,Y,1,0.5,NA,NA,N,NA,NA,NA,N,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,No,NA +986,First,N,NA,NA,NA,NA,N,NA,NA,NA,Y,NA,NA,NA,NA,3,10,1,12,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA diff --git a/Data Files/Conservative Exclusion.csv b/Data Files/Conservative Exclusion.csv index 7b75ff1..328663d 100644 --- a/Data Files/Conservative Exclusion.csv +++ b/Data Files/Conservative Exclusion.csv @@ -1,23 +1,26 @@ -id,trial -581,4 -161,2 -438,6 -438,7 -654,1 -214,1 -281,5 -509,1 -831,8 -831,10 -84,9 -84,10 -765,1 -606,9 -652,7 -235,1 -43,10 -726,1 -175,4 -493,7 -889,1 -889,2 +id,trial,Reason +581,4, +161,2, +438,6, +438,7, +654,1, +214,1, +281,5, +509,1, +831,8, +831,10, +84,9, +84,10, +765,1, +606,9, +652,7, +235,1, +43,10, +726,1, +175,4, +493,7, +889,1, +889,2, +169,9, +150,8,Nonstationarity +108,5,0 period at start diff --git a/Data Files/Excluded Trials.csv b/Data Files/Excluded Trials.csv index bf5e007..00c8378 100644 --- a/Data Files/Excluded Trials.csv +++ b/Data Files/Excluded Trials.csv @@ -1,15 +1,236 @@ -id,trial -264,3 -264,4 -264,8 -264,9 -370,1 -370,6 -370,8 -418,1 -652,2 -692,1 -809,1 -809,3 -809,4 -996,5 +id,trial,Reason +264,3,0-crossing +264,4,0-crossing +364,5,0-crossing +264,8,0-crossing +264,9,0-crossing +370,1,0-crossing +370,5,0-crossing +370,6,0-crossing +370,8,0-crossing +370,9,0-crossing +370,10,0-crossing +418,1,0-crossing +652,5,0-crossing +652,2,0-crossing +652,7,0-crossing +652,10,0-crossing +692,1,0-crossing +692,9,0-crossing +692,10,0-crossing +809,1,0-crossing +809,3,0-crossing +809,4,0-crossing +809,5,0-crossing +809,6,0-crossing +809,8,0-crossing +996,5,0-crossing +161,2,0-crossing +821,2,0-crossing +821,4,0-crossing +821,6,0-crossing +821,7,0-crossing +821,8,0-crossing +239,7,0-crossing +962,9,0-crossing +962,4,0-crossing +760,6,0-crossing +760,7,0-crossing +438,6,0-crossing +354,1,0-crossing +354,7,0-crossing +354,9,0-crossing +214,1,Late start +298,8,0-crossing +55,1,0-crossing +494,8,0-crossing +494,9,0-crossing +989,1,0-crossing +989,2,0-crossing +989,6,0-crossing +362,3,0-crossing +876,3,0-crossing +918,2,0-crossing +918,5,0-crossing +918,6,0-crossing +918,8,0-crossing +53,4,0-crossing +53,9,0-crossing +716,3,0-crossing +637,1,0-crossing +637,2,0-crossing +103,1,0-crossing +103,4,0-crossing +103,5,0-crossing +103,7,0-crossing +103,8,0-crossing +281,5,0-crossing +90,2,0-crossing +90,5,0-crossing +90,6,0-crossing +90,8,0-crossing +509,1,Late start +538,8,0-crossing +538,9,0-crossing +867,1,0-crossing +867,5,0-crossing +867,5,0-crossing +867,6,0-crossing +867,7,0-crossing +867,8,0-crossing +867,9,0-crossing +867,10,0-crossing +831,8,0-crossing +831,10,0-crossing +765,1,Late start +533,1,0-crossing +533,5,0-crossing +533,6,0-crossing +533,9,0-crossing +177,2,0-crossing +177,5,0-crossing +177,6,0-crossing +177,8,0-crossing +177,10,0-crossing +606,9,0-crossing +104,3,0-crossing +104,6,0-crossing +104,10,0-crossing +992,1,0-crossing +992,9,0-crossing +43,10,0-crossing +726,1,Late start +909,4,0-crossing +909,7,0-crossing +909,8,0-crossing +909,9,0-crossing +909,10,0-crossing +675,1,0-crossing +675,2,0-crossing +675,4,0-crossing +675,6,0-crossing +493,7,0-crossing +889,1,0-crossing +889,2,0-crossing +437,5,0-crossing +437,9,0-crossing +437,10,0-crossing +169,9,0-crossing +108,5,Late start +988,1,0-crossing +988,2,0-crossing +988,6,0-crossing +525,2,0-crossing +525,5,0-crossing +525,7,0-crossing +525,9,0-crossing +525,10,0-crossing +249,5,0-crossing +188,3,0-crossing +188,4,0-crossing +143,7,0-crossing +143,9,0-crossing +23,8,0-crossing +256,2,0-crossing +900,1,0-crossing +900,6,0-crossing +900,7,0-crossing +900,8,0-crossing +70,2,0-crossing +70,3,0-crossing +70,6,0-crossing +70,7,0-crossing +70,8,0-crossing +70,9,0-crossing +70,10,0-crossing +98,1,0-crossing +636,4,0-crossing +636,5,0-crossing +194,10,Late start +360,1,0-crossing +360,4,0-crossing +833,1,0-crossing +833,7,0-crossing +601,1,0-crossing +601,6,0-crossing +601,8,0-crossing +519,7,0-crossing +519,10,0-crossing +885,4,0-crossing +680,3,0-crossing +680,5,0-crossing +680,6,0-crossing +680,8,0-crossing +680,10,0-crossing +706,3,0-crossing +706,5,0-crossing +706,9,0-crossing +895,4,0-crossing +895,9,0-crossing +895,10,0-crossing +563,1,0-crossing +563,2,0-crossing +563,4,0-crossing +731,1,0-crossing +731,4,0-crossing +731,6,0-crossing +677,2,0-crossing +677,4,0-crossing +677,6,0-crossing +190,10,0-crossing +457,1,0-crossing +457,5,0-crossing +585,4,0-crossing +585,5,0-crossing +585,9,0-crossing +890,2,0-crossing +971,10,0-crossing +393,2,0-crossing +393,3,0-crossing +393,7,0-crossing +118,1,0-crossing +118,2,Late start +845,2,0-crossing +845,5,0-crossing +845,6,0-crossing +845,10,0-crossing +122,9,0-crossing +195,1,0-crossing +195,4,0-crossing +383,9,0-crossing +383,10,0-crossing +579,3,0-crossing +579,5,0-crossing +579,6,0-crossing +579,7,0-crossing 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Files: ./Data Files/*.csv +# +# Description: Alternative multiple regression.R runs alternative multiple regression models for my +# dissertation. This file requires the data processing conducted in Multiple Regression.R. + +#### Load libraries #### +require(tidyverse) +require(gvlma) + +#---------------------- Alternative multiple regression models ----------------- #### +# Alternative #1: ---- +# Reduce collinearity and confusing results by reducing outcomes to total number +# of concussions with and without LOC, with and without retrograde amnesia, and +# with/without anterograde amnesia + +average.outcomes <- average.outcomes %>% + mutate(total.without.loc = total.concussions - total.loc, + total.without.retrograde = total.concussions - total.retrograde, + total.without.anterograde = total.concussions - total.anterograde) + +dt.mmse.alt1 <- lm(detrended.complexity_mean ~ diagnosed.number + suspected.number + + total.loc + total.retrograde + total.anterograde, + data = average.outcomes[average.outcomes$id != 918,]) + +dt.mmse.alt1.step <- MASS::stepAIC(dt.mmse.alt1, trace = FALSE) + +summary(dt.mmse.alt1.step) +summary(gvlma(dt.mmse.alt1)) +plot(gvlma(dt.mmse.step)) +dt.mmse.alt1.step.del <- deletion.gvlma(gvlma(dt.mmse.alt1.step)) +display.delstats(dt.mmse.step.del$DeltaStat4, dt.mmse.step.del$Stat4pvalue) + +dt.mmse.alt1 <- lm(detrended.complexity_mean ~ diagnosed.number + suspected.number + + total.loc + total.retrograde + total.anterograde, + data = average.outcomes[average.outcomes$id != 918,]) + +dt.mmse.alt1.step <- MASS::stepAIC(dt.mmse.alt1, trace = FALSE) + +summary(dt.mmse.alt1.step) +summary(gvlma(dt.mmse.alt1)) +plot(gvlma(dt.mmse.step)) + +# Alternative #2: ----- +dt.mmse.alt2 <- lm(detrended.complexity_mean ~ gender + tfi.nom + total.concussions + total.loc + total.retrograde + + total.anterograde + total.without.loc + total.without.retrograde + total.without.anterograde, + data = average.outcomes) + +dt.mmse.alt2.step <- MASS::stepAIC(dt.mmse.alt2, trace = FALSE) + +summary(dt.mmse.alt2) +summary(dt.mmse.alt2.step) +summary(gvlma(dt.mmse.alt2.step)) + +# Alternative #3: ---- +average.outcomes.dxonly <- filter(average.outcomes, + diagnosed.number > 0 | prior.concussion == "No") + +dt.mmse.alt3 <- lm(detrended.complexity_mean ~ gender + diagnosed.number + suspected.number + + total.loc + total.retrograde + total.anterograde, + data = average.outcomes.dxonly) + +dt.mmse.alt3.step <- MASS::stepAIC(dt.mmse.alt3, trace = FALSE) + +summary(dt.mmse.alt3) +summary(dt.mmse.alt3.step) +summary(gvlma(dt.mmse.alt3.step)) +plot(gvlma(dt.mmse.alt3.step)) +dt.mmse.alt3.step.del <- deletion.gvlma(gvlma(dt.mmse.alt3.step)) +display.delstats(dt.mmse.step.del$DeltaStat4, dt.mmse.step.del$Stat4pvalue) + +dt.mmse.alt3 <- lm(detrended.complexity_mean ~ gender + diagnosed.number + suspected.number + + total.loc + total.retrograde + total.anterograde, + data = average.outcomes.dxonly[average.outcomes.dxonly$id != 918,]) + +dt.mmse.alt3.step <- MASS::stepAIC(dt.mmse.alt3, trace = FALSE) + +summary(dt.mmse.alt3) +summary(dt.mmse.alt3.step) +summary(gvlma(dt.mmse.alt3.step)) + diff --git a/R Script files/Exploratory analysis 2.Rmd b/R Script files/Exploratory analysis 2.Rmd index 085fdc4..cfdc675 100644 --- a/R Script files/Exploratory analysis 2.Rmd +++ b/R Script files/Exploratory analysis 2.Rmd @@ -98,6 +98,8 @@ dfa.data <- read.csv(paste(my_dir, "/Data Files/DFA.csv", sep = ""), header = TRUE, sep = ",") avp.data <- read.csv(paste(my_dir, "./Data Files/AvP.csv", sep = ""), header = TRUE, sep = ",") +order <- read.csv(paste(my_dir, "./Data Files/Order.csv", sep = ""), + header = TRUE, sep = ",") # Create dataframe with only complexity for MMSE and detrended MMSE raw.complexity <- group_by(mmse.data, id) %>% @@ -196,7 +198,10 @@ individual.frame <- bind_rows(raw.complexity, detrended.complexity, individual.frame <- semi_join(individual.frame, valid.trials) %>% group_by(id, outcome) %>% - mutate(outlier = ifelse(is_outlier(value), trial, as.numeric(NA))) + mutate(outlier = ifelse(is_outlier(value), trial, as.numeric(NA))) %>% + ungroup() %>% + left_join(order) %>% + arrange(order) ``` ```{r individualOutcomes, fig.height = 8, fig.width = 14} diff --git a/R Script files/Exploratory_analysis_2.pdf b/R Script files/Exploratory_analysis_2.pdf index 232df9d..6c7927a 100644 Binary files a/R Script files/Exploratory_analysis_2.pdf and b/R Script files/Exploratory_analysis_2.pdf differ diff --git a/R Script files/Helper functions.R b/R Script files/Helper functions.R index 55ecb76..e59bb2a 100644 --- a/R Script files/Helper functions.R +++ b/R Script files/Helper functions.R @@ -84,6 +84,7 @@ boxplot_outliers <- function(y, outlier, outcome, data){ ggplot(data = data, aes_string(x = 1, y)) + facet_wrap(reformulate(outcome), scales = "free") + geom_boxplot() + + geom_jitter(width = 0.2) + geom_text(aes_string(label = outlier), na.rm = TRUE, hjust = -0.3) + xlab("") + ylab("") + @@ -97,7 +98,7 @@ participant_inclusion <- function(x){ select(x, id, trial) %>% group_by(id) %>% summarise(count = n()) %>% - filter(count > 5) %>% + filter(count >= 5) %>% select(id) } diff --git a/R Script files/Multiple Regression.R b/R Script files/Multiple Regression.R index b4ceefd..4004261 100644 --- a/R Script files/Multiple Regression.R +++ b/R Script files/Multiple Regression.R @@ -43,7 +43,8 @@ trial.summary <- read.csv("./Data Files/Trial Summary.csv", # Removal is based on criteria: # 1. Number of visible points per trial is > 20% # 2. Trials do not include areas of 0 slope, indicating removal of the finger from the load cell. -# 3. Participants are removed if the number of valid trials < 6. +# 3. Participants are removed if the number of valid trials < 5. +# 4. Participants are removed if there are current symptoms bad.trials <- read.csv("./Data Files/Excluded Trials.csv", header = TRUE, sep = ",") @@ -62,11 +63,13 @@ detrended.mmse.long <- mmse.detrended.data %>% mutate_if(is.character, funs(editVars)) %>% mutate_if(is.character, as.numeric) -#rm(list = c("mmse.data", "mmse.data.long")) +rm(list = c("mmse.data", "mmse.detrended.data")) #### Get first fifty valid participants #### first.fifty <- participants %>% semi_join(valid.trials) %>% + filter(sx.current != "Yes" || is.na(sx.current)) %>% + filter(hand != "Left") %>% select(id, order) %>% arrange(order) %>% filter(row_number(order) <= 50) @@ -108,48 +111,48 @@ detrended.complexity <- detrended.mmse.long %>% complexity <- bind_rows(raw.complexity, detrended.complexity) %>% spread(type, complexity) -#rm(list = c("raw.complexity", "detrended.complexity")) +rm(list = c("raw.complexity", "detrended.complexity")) #### Composite data frame #### avp.data <- semi_join(avp.data, first.fifty.valid) trial.summary <- semi_join(trial.summary, first.fifty.valid) +injury.time <- c("Uninjured", "Recent", "Remote") + participants <- semi_join(participants, first.fifty) %>% select(id, block, order, gender, hand, gamer, prior.concussion, LOC, amnesia, sx.current, age, height, weight, diagnosed.number, - suspected.number, concussion.number, diagnosed.recent, suspected.recent) - -injury.time <- c("Uninjured", "Recent", "Remote") + suspected.number, concussion.number, total.loc, total.retrograde, total.anterograde, + diagnosed.recent, suspected.recent) %>% + group_by(id) %>% + mutate(tfi.min = age - max(diagnosed.recent, suspected.recent, na.rm = TRUE) - 1, + tfi.max = age - max(diagnosed.recent, suspected.recent, na.rm = TRUE), + tfi.min.nom = ifelse(tfi.min == Inf, "Uninjured", + ifelse(tfi.min > 0.5, "Remote", "Recent")), + tfi.max.nom = ifelse(tfi.max == Inf, "Uninjured", + ifelse(tfi.max > 0.5, "Remote", "Recent"))) trial.outcomes <- left_join(complexity, avp.data) %>% left_join(trial.summary) %>% - left_join(participants) %>% - select(id, trial, block, order, gender, hand, gamer, prior.concussion, - LOC, amnesia, sx.current, age, height, weight, diagnosed.number, - suspected.number, concussion.number, diagnosed.recent, suspected.recent, - center.N, rmse.V, raw.complexity, detrended.complexity, - avp04, avp48, avp812) %>% - mutate(tfi = age - max(diagnosed.recent, suspected.recent, na.rm = TRUE) - 1, - tfi.nom = ifelse(tfi == Inf, "Uninjured", - ifelse(tfi > 1, "Remote", "Recent")), - tfi.nom = factor(tfi.nom, levels = injury.time)) + select(-valid.newtons, -valid.volts, -rmse.N) #### Summarise individual outcomes #### -# Not ideal coding but functional average.outcomes <- trial.outcomes %>% - group_by(id, block, order, gender, hand, gamer, prior.concussion, LOC, amnesia, sx.current, - age, height, weight, diagnosed.number, suspected.number, concussion.number, tfi.nom, center.N) %>% + group_by(id) %>% summarise_each(funs(mean, cv, n()), rmse.V, raw.complexity, detrended.complexity, avp04, avp48, avp812) %>% ungroup() %>% select(id:rmse.V_n) %>% - rename(trials = rmse.V_n) + rename(trials = rmse.V_n) %>% + left_join(participants) %>% + select(id, order, block, trials, gender:tfi.max.nom, everything()) #### Descriptive statistics #### table1(participants, height, weight, age, gender, hand, gamer, LOC, amnesia, as.factor(diagnosed.number), as.factor(suspected.number), as.factor(concussion.number), + as.factor(total.loc), as.factor(total.retrograde), as.factor(total.anterograde), splitby = ~prior.concussion, test = TRUE, output_type = "markdown") @@ -189,15 +192,136 @@ for (i in 1:length(outcomes)){ print(scat) } +#### Profile plots #### + +ggplot(data = average.outcomes, aes(x = diagnosed.number, y = raw.complexity_mean, + col = interaction(gender, LOC))) + + geom_point(aes(shape = amnesia)) + +ggplot(data = average.outcomes, aes(x = suspected.number, y = raw.complexity_mean, + col = interaction(gender, LOC))) + + geom_point(aes(shape = amnesia)) + +### 3D scatterplot +require(scatterplot3d) +shapes = c(16,17) +shapes <- shapes[as.numeric(average.outcomes$gender)] + +# 3D Scatter plot of numbers of concussions, loc/amnesia amount, complexity +with(average.outcomes, { + # Diagnosed number---- + scatterplot3d(x = diagnosed.number, + y = suspected.number, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + scatterplot3d(x = diagnosed.number, + y = total.loc, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + scatterplot3d(x = diagnosed.number, + y = total.retrograde, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + scatterplot3d(x = diagnosed.number, + y = total.anterograde, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + + # Suspected number----- + scatterplot3d(x = suspected.number, + y = suspected.number, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + scatterplot3d(x = suspected.number, + y = total.loc, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + scatterplot3d(x = suspected.number, + y = total.retrograde, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + scatterplot3d(x = suspected.number, + y = total.anterograde, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + + # Total number---- + scatterplot3d(x = concussion.number, + y = suspected.number, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + scatterplot3d(x = concussion.number, + y = total.loc, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + scatterplot3d(x = concussion.number, + y = total.retrograde, + z = raw.complexity_mean, + pch = shapes, + angle = 100, + type = "h") + scatterplot3d(x = concussion.number, + y = total.anterograde, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") +}) + +with(average.outcomes, { + scatterplot3d(x = diagnosed.number, + y = suspected.number, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + scatterplot3d(x = diagnosed.number, + y = total.loc, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + scatterplot3d(x = diagnosed.number, + y = total.retrograde, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") + scatterplot3d(x = diagnosed.number, + y = total.anterograde, + z = raw.complexity_mean, + pch = shapes, + angle = 135, + type = "h") +}) + #-------------Models as defined in my dissertation proposal--------------------#### #### Fit linear models for average values #### # These will fit the linear models specifically defined in the dissertation proposal. -require(MASS) require(gvlma) average.outcomes <- rename(average.outcomes, total.concussions = concussion.number) %>% - mutate(age.c = age - mean(age)) %>% - arrange(order) + mutate(age.c = age - mean(age)) ### Average raw complexity #### mmse.lm <- lm(raw.complexity_mean ~ (diagnosed.number + suspected.number + @@ -275,6 +399,17 @@ anova(avp04.step, avp04.lm) summary(gvlma(avp04.step)) plot(gvlma(avp04.step)) + +# Drop outlier +avp04.lm <- lm(avp04_mean ~ (diagnosed.number + suspected.number + + LOC + amnesia)^2, + data = average.outcomes[average.outcomes$id != 918,]) +avp04.step <- MASS::stepAIC(avp04.lm, trace = FALSE) + +anova(avp04.step, avp04.lm) + +summary(gvlma(avp04.step)) +plot(gvlma(avp04.step), onepage = FALSE) summary(avp04.step) ### Average Power from 4-8 Hz #### @@ -288,21 +423,10 @@ anova(avp48.step, avp48.lm) summary(gvlma(avp48.step)) summary(gvlma(avp48.lm)) -# Log transformation -avp48.lm <- lm(log(avp48_mean) ~ (diagnosed.number + suspected.number + - LOC + amnesia)^2, - data = average.outcomes) -avp48.step <- MASS::stepAIC(avp48.lm, trace = FALSE) - -anova(avp48.step, avp48.lm) - -summary(gvlma(avp48.step)) -deletion.gvlma(gvlma(avp48.step)) - # Drop one observation -avp48.lm <- lm(log(avp48_mean) ~ (diagnosed.number + suspected.number + +avp48.lm <- lm(avp48_mean ~ (diagnosed.number + suspected.number + LOC + amnesia)^2, - data = average.outcomes[c(-39),]) + data = average.outcomes[c(-18),]) avp48.step <- MASS::stepAIC(avp48.lm, trace = FALSE) anova(avp48.step, avp48.lm) @@ -320,7 +444,7 @@ avp812.step <- MASS::stepAIC(avp812.lm, trace = FALSE) anova(avp812.step, avp812.lm) summary(gvlma(avp812.step)) -plot(gvlma(avp812.step)) +plot(gvlma(avp812.step), onepage = FALSE) ### Log transform avp812.lm <- lm(log(avp812_mean) ~ (diagnosed.number + suspected.number + @@ -373,7 +497,7 @@ summary(gvlma(dt.mmse.cv.step)) plot(gvlma(dt.mmse.cv.step)) # Log transformation -dt.mmse.cv.lm <- lm(log(detrended.complexity_cv) ~ (diagnosed.number + suspected.number + +dt.mmse.cv.lm <- lm(sqrt(detrended.complexity_cv) ~ (diagnosed.number + suspected.number + LOC + amnesia)^2, data = average.outcomes) dt.mmse.cv.step <- MASS::stepAIC(dt.mmse.cv.lm, trace = FALSE) @@ -393,7 +517,7 @@ rmse.cv.step <- MASS::stepAIC(rmse.cv.lm, trace = FALSE) anova(rmse.cv.step, rmse.cv.lm) -summary(gvlma(rmse.cv.step)) +summary(gvlma(rmse.cv.lm)) plot(gvlma(rmse.cv.step)) # Log transformation @@ -419,7 +543,7 @@ avp04.cv.step <- MASS::stepAIC(avp04.cv.lm, trace = FALSE) anova(avp04.cv.step, avp04.cv.lm) summary(gvlma(avp04.cv.step)) -plot(gvlma(avp04.cv.step)) +plot(gvlma(avp04.cv.step), onepage = FALSE) summary(avp04.cv.step) ### Average Power from 4-8 Hz CV #### @@ -593,7 +717,7 @@ plot(gvlma(dt.mmse.cv.step.nodx)) # Include gender dt.mmse.cv.lm.gender <- lm(log(detrended.complexity_cv) ~ (diagnosed.number + suspected.number +gender + - LOC + amnesia)^2, + LOC + amnesia)^3, data = average.outcomes) dt.mmse.cv.step.gender <- MASS::stepAIC(dt.mmse.cv.lm.gender, trace = FALSE) diff --git a/R Script files/Participant information.R b/R Script files/Participant information.R index cfe8662..f52b9fb 100644 --- a/R Script files/Participant information.R +++ b/R Script files/Participant information.R @@ -40,10 +40,22 @@ participants <- participant.info %>% left_join(concussion.symptoms) %>% left_join(participant.order) %>% select(id, block, order, gender, hand, height, weight, gamer, age, - diagnosed.number, suspected.number, LOC, seizure, amnesia, + diagnosed.number, suspected.number, LOC, LOC.number, LOC.number2, + seizure, amnesia, retrograde.duration1, retrograde.duration2, anterograde.duration1, + anterograde.duration2, anterograde.duration3, anterograde.duration4, sx.current, diagnosed.recent, suspected.recent) %>% mutate(concussion.number = diagnosed.number + suspected.number, - prior.concussion = ifelse(concussion.number != 0, "Yes", "No")) + prior.concussion = ifelse(concussion.number != 0, "Yes", "No"), + LOC.number = ifelse(is.na(LOC.number), 0, LOC.number), + LOC.number2 = ifelse(is.na(LOC.number2), 0, LOC.number2), + retrograde.duration1 = ifelse(retrograde.duration1 == 0, NA, retrograde.duration1), + anterograde.duration1 = ifelse(anterograde.duration1 == 0, NA, anterograde.duration1)) %>% + group_by(id) %>% + mutate(total.loc = sum(LOC.number, LOC.number2), + total.retrograde = sum(!is.na(retrograde.duration1), !is.na(retrograde.duration2)), + total.anterograde = sum(!is.na(anterograde.duration1), !is.na(anterograde.duration2), + !is.na(anterograde.duration3), !is.na(anterograde.duration4))) %>% + ungroup() #### Remove unnecessary dataframes #### rm(list = c("participant.info", "diagnosed.concussions", diff --git a/R Script files/Trial Validation.R b/R Script files/Trial Validation.R index e7dcbe4..fb7087c 100644 --- a/R Script files/Trial Validation.R +++ b/R Script files/Trial Validation.R @@ -34,6 +34,7 @@ require(tidyverse) #### Load data #### # Data is located in ./Data Files as a CSV file raw.data <- read.csv("./Data Files/Raw Data.csv") +order <- read.csv("./Data Files/Order.csv") # View data head(raw.data) @@ -97,7 +98,9 @@ trial.summary <- raw.data.long %>% rmse.V = sqrt(mean((yvals-center)^2))) %>% ungroup() %>% mutate(valid.newtons = force.valid$valid.newtons, - valid.volts = force.valid$valid.volts) + valid.volts = force.valid$valid.volts) %>% + left_join(order) %>% + arrange(order) # #### Create validation plots #### # # These plots will plot the raw trace from 4sec-29sec. The first 4 and last 1