A few weeks ago I got back into an old textbook of mine, Design and Analysis of Experiments (Dean and… Read more
A Note on Boxplots in R
As a statistical consultant I frequently use boxplots. They're a great way to quickly visualize the distribution of a continuous… Read more
Poisson regression – Ch 6 of Gelman and Hill
Chapter 6 of Gelman and Hill's Data Analysis Using Regression and Multilevel/Hierarchical Models presents an interesting example of Poisson regression… Read more
Understanding Mosaic Plots
Mosaic plots provide a way to visualize contingency tables. However they’re not as intuitive as, say, a scatter plot. It’s… Read more
Review of R Graphs Cookbook
I was recently invited to review the second edition of the R Graphs Cookbook by Jaynal Abedin and Hrishi V…. Read more
Setting up a keyboard shortcut for the dplyr chain operator
I finally reached the point where I was using dplyr enough to get annoyed with typing %>%. I’m guessing if… Read more
Partial Residuals and the termplot function
Earlier this year I taught an Intro to R Graphics workshop. While preparing for it I came across the termplot… Read more
Permutation Tests
Let's talk about permutation tests and why we might want to do them. First think about the two-sample t-test. The… Read more
Simulating responses from a linear model
Say you fit a model using R's lm() function. What you get in return are coefficients that represent an estimate… Read more
Getting started with GitHub Gist in WordPress
I’ve decided it’s time to use GitHub Gist for posting code snippets in my blog. My original motivation was better… Read more