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stat.ME2021★ 12 cited
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…
stat.ME2015★ 1 cited
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…