HCI Methods Chapter Now Compares Frequentist, Estimation and Bayesian Statistics Side by Side

IanArawjo · x · 2026-10-23

Ian Arawjo updated his HCI research data analysis chapter to cover three statistical philosophies — frequentist, estimation statistics, and Bayesian stats. His main takeaway: both estimation and Bayesian approaches have usability problems, with estimation's being subtler. The chapter includes worked analyses for between/within-subjects designs, Likert data via Bayesian analysis, and reporting practices.

Related event: HCI Researcher Compares Three Statistical Philosophies, Favors Bayes for Small Samples(2 posts)→

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