Data Analysis Reading List

Basic Data Analysis

The basics

• R4DS

Data management

• Tidy Spreadsheets in Medical Research - Peter Higgins - R/Medicine Workshop - 2021-02-23

• Cleaning Medical Data with R

Data visualization

• Best Practices for Data Visualisation

• Full tutorial Data Viz - Cedric Scherer

• Book Data Visualization - A practical introduction - Kieran Healy

• Fundamentals of Data Visualization -Claus O. Wilke

Statistical Analysis

Free books

• An introduction to statistical learning

Good Statistical Books

• Altman

• Gotelli

• Kirkwood

• Biostatistics: The Bare Essentials by Geoffrey R. Norman and David L. Streiner

Advanced

• Harrell Regression

YouTube Videos

• https://www.youtube.com/watch?v=OJt-k9h9pmk&list=PLRKtJ4IpxJpBxX2S9wXJUhB1_ha3ADFpF

• https://www.youtube.com/watch?v=FdnMWdICdRs&list=PLDcUM9US4XdPz-KxHM4XHt7uUVGWWVSus

• https://www.youtube.com/watch?v=l-DHzZmZU4w&list=PLPWcjtBkAf6kKJhii6q8HOSqD2bqFO5NR