Unstandardizing coefficients from a GLMM

Unstandardizing coefficients in order to interpret them on the original scale is often necessary when explanatory variables were standardized to help with model convergence when fitting generalized linear mixed models. Here I show one automated approach to unstandardize coefficients from a generalized linear mixed model fit with lme4.

Fiesta 2017 gas mileage

Since January is the month for analyzing last year's data, I take a quick look at my 2017 gas mileage in my commuter car (Fiesta! 🎆). I use package googlesheets for reading data, skimr for a quick summary of the dataset, and ggplot2 for plotting.

Ariel Muldoon

I currently work as a consulting statistician, advising natural and social science researchers on statistics, statistical programming, and study design. I create and teach R workshops for applied science graduate students who are just getting started in R, where my goal is to make their transition to a programming language as smooth as possible. See my workshop materials at my website.