Regression Modeling Strategies

2015/01/01 by Frank E. Harrell, Frank E. Harrell , · 7 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Forecasting Techniques and Applications #Neural Networks and Applications #Statistical Methods and Applications #Statistical Methods and Inference

paper · doi:10.1007/978-3-319-19425-7

crossref issued 2015/01/01 · crossref published 2015/01/01 · crossref published-print 2015/01/01 · openalex publication_date 2015/01/01 · crossref created 2015/08/14 · crossref deposited 2023/02/21 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/15 · crossref indexed 2026/08/05

Citations

• Sparse Principal Component Analysis
• A Non-Parametric Test of Independence
• Robust Locally Weighted Regression and Smoothing Scatterplots
• Strictly Proper Scoring Rules, Prediction, and Estimation
• A simulation study of the number of events per variable in logistic regression analysis
• Dichotomizing continuous predictors in multiple regression: a bad idea
• Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond
• A note on a general definition of the coefficient of determination
• Relaxing the Rule of Ten Events per Variable in Logistic and Cox Regression
• Review: A gentle introduction to imputation of missing values
• Regression with missing Ys: An improved strategy for analyzing multiply imputed data

Cited by

• Association of CAG Repeats With Long-term Progression in Huntington Disease
• Decreasing annual nest counts in a globally important loggerhead sea turtle population
• Earlier Surgery Reduces Complications in Acute Traumatic Thoracolumbar Spinal Cord Injury: Analysis of a Multi-Center Cohort of 4108 Patients
• Minimal invasive aortic valve replacement surgery is associated with improved survival: a propensity-matched comparison†
• A scalable discrete-time survival model for neural networks
• Real-time imputation of missing predictor values in clinical practice
• Use and misuse of composite endpoints in randomised clinical trials
• Predicting acute kidney injury at hospital re-entry using high-dimensional electronic health record data
• Logistic regression [wikipedia]