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Package: rGOSSIS1 | ||
Type: Package | ||
Title: GOSSIS: Global Open Source Severity of Illness Scale | ||
Version: 0.1.0 | ||
Author: Jesse D. Raffa | ||
Maintainer: Jesse D. Raffa <[email protected]> | ||
Description: Global Open Source Severity of Illness Scale imputation and prediction code. | ||
License: MIT | ||
Encoding: UTF-8 | ||
LazyData: true | ||
Imports: dplyr, | ||
caret, | ||
stringr | ||
RoxygenNote: 6.1.1 |
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# Generated by roxygen2: do not edit by hand | ||
|
||
export(generate_formula) | ||
export(gpredict) | ||
export(impute_data) | ||
export(prepare_fit) | ||
export(preprocess_data) | ||
import(caret) | ||
import(dplyr) | ||
import(mgcv) | ||
import(stringr) | ||
importFrom(stats,na.pass) | ||
importFrom(stringr,str_split) |
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#' APACHE Diagnosis Map Dataset | ||
#' | ||
#' A mapping table used to map different kinds of admission diagnoses in a hiearchical structure. | ||
#' | ||
#' @docType data | ||
#' @usage data(ap_dx) | ||
#' | ||
#' @format An R data.frame | ||
#' | ||
#' @keywords datasets | ||
#' | ||
#' @example | ||
#' data(ap_dx) | ||
"ap_dx" |
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#' GOSSIS prediction model datasets | ||
#' | ||
#' A `gam` model with some elements stripped used in GOSSIS in-hospital mortality prediction. | ||
#' | ||
#' @docType data | ||
#' @usage data(gossis1_ihmp) | ||
#' | ||
#' @format An R data.frame | ||
#' | ||
#' @keywords datasets | ||
#' @seealso gpredict | ||
#' @example | ||
#' # data(gossis1_ihmp) | ||
"gossis1_ihmp" |
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#' GOSSIS imputation model datasets | ||
#' | ||
#' A named list of imputation models used for GOSSIS. | ||
#' | ||
#' @docType data | ||
#' @usage data(imputation_models) | ||
#' | ||
#' @format An R data.frame | ||
#' | ||
#' @keywords datasets | ||
#' @seealso imputate_data | ||
#' @example | ||
#' # data(imputation_models) | ||
"imputation_models" |
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#' GOSSIS imputation model datasets (factors variables only). | ||
#' | ||
#' A named list of imputation models used for GOSSIS (factors variables only). | ||
#' | ||
#' @docType data | ||
#' @usage data(imputation_models) | ||
#' | ||
#' @format An R data.frame | ||
#' | ||
#' @keywords datasets | ||
#' @seealso imputate_data | ||
#' @example | ||
#' # data(imputation_models_fac) | ||
"imputation_models_fac" |
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