Limitations of P-Values and R-squared for Stepwise Regression Building: A Fairness Demonstration in Health Policy Risk Adjustment

DOI10.1080/00031305.2018.1518269OpenAlexW2887819238WikidataQ91530485 ScholiaQ91530485MaRDI QIDQ5868243

Sherri Rose, Thomas G. McGuire

Publication date: 20 September 2022

Published in: The American Statistician (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00031305.2018.1518269

zbMATH Keywords

fairness\(p\)-valuestepwise regressionhealth policyrisk adjustment

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (2)

A principal component analysis of multivariate data on inflation for Nigeria ⋮ Moving to a World Beyond “p < 0.05”

Uses Software

• rms

Cites Work

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• A Biometrics Invited Paper. The Analysis and Selection of Variables in Linear Regression
• Deletion/Substitution/Addition Algorithm in Learning with Applications in Genomics
• The ASA Statement on p-Values: Context, Process, and Purpose
• Regression modeling strategies. With applications to linear models, logistic regression and survival analysis

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