Statistics & Data Science · Regression & Modelling

Mixed Effects Models

A topic within Regression & Modelling, itself one of 10 topics in that field and part of Statistics & Data Science.

Reading on Mixed Effects Models

2 works

Paper2018

A Brief Introduction to Mixed Effects Modelling and Multi-Model Inference in Ecology

Xavier A. Harrison, Lynda Donaldson, Maria Eugenia Correa-Cano, Julian Evans, David N. Fisher, Cecily E. D. Goodwin, Beth S. Robinson, David J. Hodgson & Richard Inger

A practitioner's walk-through of when a mixed-effects model is actually warranted, and the misspecifications, pseudoreplication chief among them, that make one necessary.

link checked 17 Sept 2026

Statistics & Data Science · Regression & Modelling

FreeEntry

Paper2015

Fitting Linear Mixed-Effects Models Using lme4

Douglas Bates, Martin Mächler, Ben Bolker & Steve Walker

Explains how lme4 estimates variance components by profiling out the fixed effects, and why that computational choice makes a single p-value for a mixed-effects model an unsettled question.

link checked 17 Sept 2026

Statistics & Data Science · Regression & Modelling

FreeAdvanced

Reading on Mixed Effects Models

A Brief Introduction to Mixed Effects Modelling and Multi-Model Inference in Ecology

Fitting Linear Mixed-Effects Models Using lme4

Other topics in Regression & Modelling