Introduction to Generalised Linear Mixed Models for Ecologists | PR Statistics A five day online course introducing linear models, GLMs, and multilevel models for ecological data using R, lme4, and rstanarm. Learn regression, ANOVA, interactions, diagnostics, overdispersion, zer...

GLMM for Ecologists course 2-6 Feb.

A practical introduction to building mixed models in R. Taught by Dr Andrew MacDonald, a statistician focused on connecting ecological theory with expressive statistical models

prstats.org/course/intro...

#GLMM #Ecology #RStats #MixedModels #DataAnalysis

captain america is holding a hammer and says avengers assemble Alt: Captain America holding Mjölnir and says: “Avengers… Assemble!”

Mixed-effects modellers, assemble!

Just dropped a (very niche) blog on the weird quirks that occur with uncorrelated random effects and the trifecta of packages: lme4, afex, and performance (in R).

Read here 👉 sites.google.com/view/jamieco...

#rstats #MixedModels #lme4 #afex #performanceR

#TScourses #KeepLearning #GAMM #SpatialStatistics #MixedModels #TimeSeriesAnalysis #RStats #StatisticalModelling

Learn how to apply linear and generalized linear mixed models using R

www.prstats.org/course/intro...

#RStats #MixedModels #StatisticalModelling #EcologicalModelling #LifeSciences#OnlineCourses #DataScienceTraining #Biostats #GeneralisedLinearModels #RStudio #StatisticalEcology #EcologyCourse

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

Close-up photography by Neocarnation

GM 💙🤍❤️

💃🏻 Orama x Thierno

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Hey #ecology folk - when you learned #mixedModels, were you taght about the assumption of endogeneity/random effects assumption - that your random effects (i.e., site groups) should not correlate with your predictor of interest? I was not! @LauraEllenDee and I are curious!

Reliability and Feasibility of Linear Mixed Models in Fully Crossed Experimental Designs - Michele Scandola, Emmanuele Tidoni, 2024 The use of linear mixed models (LMMs) is increasing in psychology and neuroscience research In this article, we focus on the implementation of LMMs in fully cro...

Our work on Linear #MixedModels published in AMPPS! #R #lme4 #Scandola & @letstido.bsky.social #LeedsPsy #HullPsy #Univerona

journals.sagepub.com/doi/10.1177/...

We present a clear pipeline for handling #non-convergent and #singular models!

Visualizing Hierarchical Models A visual explanation of mixed-effects modeling

Check this out 👇👇

Visual explanation of mixed-effects modelling

#Rstats #mixedmodels #AcademicTwitter

mfviz.com/hierarchical-m…