Good, Fast, Cheap: How to do Data Science with Missing Data

Missing Data Resources

• Pattern Submodel Paper from "Biostatistics"
• MissingNo in Python
• MissingNo Paper
• Andrew Gelman Chapter on Missing Data - thorough and very good, but academic
• UTexas Slides on Missing Data
• Scikit-Learn Mean Imputation
• FancyImpute in Python
• Boston University Technical Report on Missing Data, Assumptions, and Applications
• The prevention and handling of missing data
• Imputation with Not Missing at Random Data
• How One 19-Year-Old Illinois Man Is Distorting National Polling Averages - NYTimes
• Article about Rubin's Rules
• IBM Walkthrough of Rubin's Rules
• R Code for Implementing Rubin's Rules

Feel free to contact me afterward!

• LinkedIn
• Twitter
• Medium