It is a scientific platitude that there can be neither precise control nor prediction of phenomena without measurement ~ Suppes (1969)
About this book
This is an evolving and free book on AI for psychological measurement, providing case studies, reproducible examples with Python/R code, and deep dives on ethics and privacy. The book can be cited as:
Guenole, N. (2025). Psychometrics.ai: AI for Psychological Measurement. https://psychometrics.ai.
The Python and R code used to create and test all LLM inputs and outputs in this book is available on my GitHub here.
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Nigel Guenole, PhD
London, May, 2025
Book purposeTable of contentsReferencesNote of thanksEndorsementsLicenseUpdate trackingThis work is licensed under a Creative Commons Attribution‑NonCommercial 4.0 International License
