Stats & ML

Stats

Core

• Introduction to Modern Statistics: openintro

• ISLR BookClub

• Beyond Multiple Linear Regression

• Meta-Analysis

Stats Drawing Allison Horst

• Imputation (MICE)

Auto Stats

• EasyStats
• {report}: from R to menuscript

Cheat Sheet

• What stat test should I do?

Biomedical DS

• Reproducible Medical Research with R (Peter D.R. Higgins, MD, PhD, MSc)

• Data Science for the Biomedical Sciences (Daniel Chen, MPH & Anne Brown, PhD)

• Data Science for Biological, Medical and Health Research: Notes for 432 (Thomas E. Love, Ph.D.)

• R for Reproducible Scientific Analysis (software carpentry)

• R for Health DS

Models

General

• Tidy Modeling with R

• Introduction to Tidymodels

• Hands-On ML with R

Interactive

• Supervised ML CaseStudy in R: by Julia Silge

Text Analysis

• TidyText mining with R
• Supervised ML for Text Analysis in R