Richard Riley (R²)

@richarddriley.bsky.social

Professor of Biostatistics • BMJ Deputy Chief Stats Editor • Books: "Prognosis Research in Healthcare: concepts, methods & impact" & "IPD Meta-Analysis: A Handbook for Healthcare Research.." • Websites: www.ipdma.co.uk & www.prognosisresearch.com • Whovian

⭐ NEW PAPER: "Agreement between heuristic shrinkage factor and optimal shrinkage factors in logistic regression for risk prediction: a simulation study across different sample sizes and settings" - led brilliantly by Alex Pate with @glenmartin.bsky.social & myself link.springer.com/article/10.1...

Agreement between heuristic shrinkage factor and optimal shrinkage factors in logistic regression for risk prediction: a simulation study across different sample sizes and settings - Diagnostic and Pr...

Diagnostic and Prognostic Research -

link.springer.com

Our book “Individual Participant Data Meta-Analysis: A Handbook for Healthcare Research” was released five years ago this month! Thanks so much for all the feedback - lovely hearing how much it has helped researchers on their IPDMA journey. That’s exactly why we wrote it! 5 years already … how?!

🎬 I've just uploaded a new video explaining the premise of our new general sample size framework for prediction model development, and how it embeds and extends previous work youtu.be/eglPq1aTl7k

A general sample size framework for developing or updating a predictive algorithm (prediction model)

YouTube video by Richard_D_Riley

youtu.be

Richard Riley (R²)@richarddriley.bsky.social · 4mo ago

⭐ NEW: "A general sample size framework for developing or updating a predictive algorithm: with application to clinical prediction models" rdcu.be/fjYDm Embeds all previous calculations (eg, pmsampsize) & extends to calculate assurance probabilities for clinical utility & model degradation ...