Mixed Model Analysis: Real Example
In this video, I'm analyzing the data from this paper: https://journals.plos.org/plosone/art... I briefly mention the idea of visual partitions. It wasn't until after I recorded the video, I realized I'd never explained those on my channel. Here's a paper that explains the idea: https://psyarxiv.com/avu2n/ Link about EDA versus CDA: • Ethics in Statistics Part 2: EDA versus CD... My Multivariate playlist: • Multivariate Statistics And here's a paper I wrote about my eight step approach to data analysis: https://psyarxiv.com/r8g7c/ Undergraduate curriculum playlist (GLM-based approach): https://www.youtube.com/playlist?list... Graduate curriculum playlist (also GLM-based approach): https://www.youtube.com/playlist?list... Exonerating EDA paper: https://psyarxiv.com/5vfq6/ Download JASP (and visual modeling module): www.jasp-stat.org
THIS is the foundation of statistics!
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Variance explained, ICC, Design Effect, and R Squared in Mixed Models
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Using Flexplot for Mixed Models
Using lme4 in R for Mixed Models
