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Blog posts for UVa StatLab

Posted on November 1, 2015 Updated on September 13, 2020

I’ve started publishing blog posts on statistics at the UVa StatLab (my day job). Here’s a link to my posts:… Read more

Posted in Using R     Leave a comment     

Creating an R data package

Posted on September 2, 2015 Updated on September 13, 2020

A few weeks ago I got back into an old textbook of mine, Design and Analysis of Experiments (Dean and… Read more

Posted in Using R     Tags: dvdata, r packages, valottery     Leave a comment     

A Note on Boxplots in R

Posted on April 27, 2015 Updated on September 13, 2020

As a statistical consultant I frequently use boxplots. They're a great way to quickly visualize the distribution of a continuous… Read more

Posted in Continuous distributions, Using R     Tags: boxplots, strip charts, Tukey's Five-Number Summary     4 Comments     

Poisson regression – Ch 6 of Gelman and Hill

Posted on April 23, 2015 Updated on September 13, 2020

Chapter 6 of Gelman and Hill's Data Analysis Using Regression and Multilevel/Hierarchical Models presents an interesting example of Poisson regression… Read more

Posted in Regression, Using R     Tags: glm, Poisson regression     1 Comment     

Understanding Mosaic Plots

Posted on March 11, 2015 Updated on September 13, 2020

Mosaic plots provide a way to visualize contingency tables. However they’re not as intuitive as, say, a scatter plot. It’s… Read more

Posted in Using R     Tags: contingency tables, mosaic plots, simpson's paradox     Leave a comment     

Review of R Graphs Cookbook

Posted on December 15, 2014 Updated on August 20, 2023

I was recently invited to review the second edition of the R Graphs Cookbook by Jaynal Abedin and Hrishi V…. Read more

Posted in Using R     Tags: book review, ggplot2, graphics, lattice     Leave a comment     

Setting up a keyboard shortcut for the dplyr chain operator

Posted on December 12, 2014 Updated on September 13, 2020

I finally reached the point where I was using dplyr enough to get annoyed with typing %>%. I’m guessing if… Read more

Posted in Using R     Tags: autohotkey, dplyr     Leave a comment     

Partial Residuals and the termplot function

Posted on August 9, 2014 Updated on September 13, 2020

Earlier this year I taught an Intro to R Graphics workshop. While preparing for it I came across the termplot… Read more

Posted in Regression, Using R     Tags: partial residuals, termplot     8 Comments     

Permutation Tests

Posted on May 17, 2014 Updated on September 13, 2020

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

Posted in Probability, Simulation, Using R     Tags: permutation tests     5 Comments     

Simulating responses from a linear model

Posted on May 10, 2014 Updated on September 13, 2020

Say you fit a model using R's lm() function. What you get in return are coefficients that represent an estimate… Read more

Posted in Regression, Simulation, Using R     Leave a comment     

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