Mixed Models for Big Data

Explorations of a fast penalized regression approach with mgcv

Fractional Regression

A quick primer regarding data between zero and one, including zero and one

Comparisons of the Unseen

Examining group differences across latent variables

Empirical Bayes

Revisiting an old post

Shrinkage in Mixed Effects Models

A demonstration of random effects

Mediation Models

Various package options for conducting mediation analysis

Radix

Using Radix/Distill for Scientific Publishing or a Website

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Statistics, Data, Science

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