@RecommendedStatsReadings

@RecommendedStatsReadings has been a member of Linktree for 5 years and joined in April 2021. The social media accounts linked to from @RecommendedStatsReadings are: • X Besides social media accounts, BodoWinter has populated their site with: • Bodo's live coding session 2 folder • Winter (2022), Mapping the landscape of exploratory and confirmatory data analysis in linguistics • Paper: Tutorial on Bayesian Poisson regression (also works as general intro to GLM) • Winter & Grice (2021), Independence and generalizability in linguistics • Winter (2019), Statistics for Linguists: uncorrected proofs (free pdf) • Free(!) R for data science book by Wickham & Grolemund (2nd Edition) - the best way to get started with tidyverse and ggplot2 • Book: Healy's "Data Visualization: A practical introduction" - fantastic ggplot2 book on dataviz • Healy's Data Visualization book, free online version (incomplete draft) • Gigerenzer (2004) - Mindless Statistics (a classic read - highly recommended) • Alicia Johnson's "Bayes Rules!" - fantastic textbook on Bayesian data analysis with modern tidyverse style code and very appealing plots • Winter (2019), Statistics for Linguists: Link to Amazon • Paper: Franke & Roettger - Tutorial on Bayesian mixed models (accessible) • Paper: Kruschke & Lidell - Bayesian data analysis for newcomers • Vasishth et al. (2018) - Bayes tutorial for phoneticians, but applicable to other domains • Nalborczyk et al. (2019) - Bayes brms tutorial for phoneticians, but applicable to other domains • Book: McElreath's Statistical Rethinking - the modern bible of Bayesian statistics, and a fantastic tour-de-force of a fundamentally different way of doing statistics