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Logistic Regression and Analysis of Binary Outcomes in R
Performing logistic regression in R using the glm function, performing the Receiver Operating Characteristic (ROC) analysis using the pROC package
Summarizing Data in R: basic statistics, cross-tabulation, and bar charts
How to summarize data in R using functions like describeBy (pysch package) and crosstable (crosstable package), and create figures using ggplot2.