12 citations · 13 across the 4 of their papers we have counts for
5 papers
Bootstrapping Clustered Data in R using lmeresampler
Adam Loy, Jenna Korobova
Linear mixed-effects models are commonly used to analyze clustered data structures. There are numerous packages to fit these models in R and conduct likelihood-based inference. The…
Bringing Visual Inference to the Classroom
Adam Loy
In the classroom, we traditionally visualize inferential concepts using static graphics or interactive apps. For example, there is a long history of using apps to visualize samplin…
Embracing Data Science
Adam Loy
Statistics is running the risk of appearing irrelevant to today's undergraduate students. Today's undergraduate students are familiar with data science projects and they judge stat…
Variations of Q-Q Plots -- The Power of our Eyes!
Adam Loy, Lendie Follett, Heike Hofmann
In statistical modeling we strive to specify models that resemble data collected in studies or observed from processes. Consequently, distributional specification and parameter est…
Model Choice and Diagnostics for Linear Mixed-Effects Models Using Statistics on Street Corners
Adam Loy, Heike Hofmann, Dianne Cook
The complexity of linear mixed-effects (LME) models means that traditional diagnostics are rendered less effective. This is due to a breakdown of asymptotic results, boundary issue…