Issues | Mixed Models with R This is an introduction to using mixed models in R. It covers the most common techniques employed, with demonstration primarily via the lme4 package. Discussion includes extensions into generalized mi...

#statstab #401 Common issues, conundrums, and other things that might come up when implementing mixed models

Thoughts: GLMMs are cool, but come with their own quirks.

#glmm #lmer #brms #mixedeffects #hierarchicalmodels #r

m-clark.github.io/mixed-models...

Intro to Mixed Models in R | PR Statistics This hands-on course introduces mixed models in R and RStudio for researchers in ecology, biology, and environmental sciences. Learn how to handle nested, repeated, and hierarchical data structures wi...

Online Course: Intro to Mixed Models using R
27 May 2025 | Live via Zoom
Apply mixed models to account for grouping and non-independence in your data using R and lme4

10% off with code BSPRS10
#RStats #MixedModels #Biostatistics #EcologyTraining #QuantitativeEcology #HierarchicalModels #DataScience

Methods taking into account imperfect detection #hierarchicalmodels
Hierarchical Distance Sampling (HDS): Multispecies HDS (general survey design) & Sandgrouse HDS (survey design specific to Pin-tailed sandgrouse)
Genetic Mark-Recapture: Faeces collection when the population is aggregated and closed

Introduction to Bayesian Inference in Practice Transmitting Science ONLINE course Introduction to Bayesian Inference in Practice, by Daniele Silvestro and Tobias Andermann.

ℹ️ More info: www.transmittingscience.com/courses/statistics-and-b...

#TScourses #KeepLearning #BayesianInference #Statistics #LifeSciences #MCMC #Rstats #Python #HierarchicalModels

A Visual Introduction to Hierarchical Models A visual explanation of multi-level modeling

#statstab #45 Visualizing Hierarchical Models

Thoughts: One of the coolest visualisation websites for mixed effects models I had saved.

#stats #mixedeffects #hierarchicalmodels #rstats #MLM

mfviz.com/hierarchical...