This page includes books, blogs, podcasts, journals, and conferences about:
R Markdown: The Definitive Guide
by Yihui Xie, J. J. Allaire, Garrett Grolemund
R Markdown Cookbook
by Yihui Xie, Christophe Dervieux
R for Data Science
by Garrett Grolemund, Hadley Wickham
blogdown: Creating Websites with R Markdown
by Yihui Xie, Amber Thomas, Alison Presmanes Hill
Biased and Inefficient
by Thomas Lumley
themes: survey, tidyverse
Credibly Curious
by Nick Tierney
themes: Rmarkdown, tidyverse
Data meets narratives
by Rebecca Barter
themes: tidyverse, reproducibility
Data Imaginist
by Thomas Lin Pedersen
themes: visualization
Erin Buchanan’s Blog
themes: rstats
Julia Silge’s blog
themes: rstats, tidyverse
Little Miss Data
by Laura Ellis
themes: visualization, maps
R-Bloggers
by hundreds of R bloggers
themes: misc
Variance Explained
by David Robinson
A List of Blog Posts About brms
by Paul Bürkner
themes: bayesian analysis
Casual Inference
by Lucy D’Agostino McGowan and Ellie Murray
themes: causal inference, epidemiology, biostatistics
The Black Goat
by Sanjay Srivastava, Alexa Tullett, and Simine Vazire
themes: psychology, science, replication, meta
Critical Inference
by Megan Higgs
themes: general, science, meta
Cyrus Samii’s Blog
themes: general, causal inference, experimental, replicability, rstats, political science
DeclareDesign
by Graeme Blair, Jasper Cooper, Alexander Coppock, and Macartan Humphreys
themes: general, reproducibility, diagnose design, rstats
Data Colada
by Uri Simonsohn, Leif Nelson, Joe Simmons
themes: psychology, replicability, behavioral science
Error Statistics Philosophy
by Deborah Mayo
themes: philosophy of science, meta
Jessica Logan’s Blog
themes: general, reproducibility, meta
Live Free or Dichotomize
by Lucy D’Agostino McGowan
themes: biostatistics, epidemiology, causal inference
Mad (Data) Scientist
by Norm Matloff
themes: rstats, machine learning, data science
Normal Deviate
by Larry Wasserman
themes: machine learning
Paul Hünermund’s Posts
themes: social science, economics
Simply Statistics
by Rafa Irizarry, Roger Peng, Jeff Leek
themes: epidemiology, biostatistics
Sometimess I’m Wrong
by Simine Vazire
themes: psychology, replicability, reproducibility, meta
Statistical Modeling, Causal Inference, and Social Science
by Andrew Gelman
themes: general, modeling, social science, causal inference
The Hardest Science
by Sanjay Srivastava
themes: psychology, replicability, science, meta
Zack Lipton’s Blog
themes: machine learning, AI
Advances in Methods and Practices in Psychological Science
Behavior Research Method
Collabra: Psychology
Journal of Causal Inference
Political Analysis
Psychological Methods
Sociological Methods & Research
American Causal Inference Conference
The Society for the Improvement of Psychological Science