Panel Dataset Analysis with Randomization

Richard J. Butler, Matthew J. Butler and Barbara L. Wilson

Chapter 11 in Advanced Statistics for Health Research, 2023, pp 191-201 from World Scientific Publishing Co. Pte. Ltd.

Abstract: The following sections are included:Background: Longitudinal Data with Initial Randomization — Two Great Ideas MergedToh and Hernan (2008). Causal Estimates of Atypical Antipsychotics on Psychiatric Rating Scale (BPRS)Holme et al. (2014). Effect of Flexible Sigmoidoscopy Screening on Colorectal Cancer Incidence and MortalityReferences

Keywords: Nursing; Physician; Healthcare; Public Health; Regression; Orthogonal Projection; Geometric View of Causal Inference; 2SLS; Two-Stage Least Squares; Instrumental Variables; Probits; Logits; Proportional Hazards; Cox Regressions; Quantile Regression; Random Forest Regression; Randomization; Matching; Propensity-Score; Differences-in-Differences; Regression Discontinuity; Fixed Effects; R; SAS; STATA; Research Examples; Empirical Rule; Applied Statistics; Confidence Intervals; VIF; Standard Beta; Histograms; Scatterplots; Regression Gini Index; COVID-19; Gender Wage Differentials; LASSO; Area Under The Curve; AUC; ROC; Decision Trees; Maximum Likelihood; GMM; Data Generating Process; Split Sample Instrumental Variables; Local Average Treatment Effects (LATE); Data Visualization; Omitted Variable Bias; Simultaneous Equations; Measurement Error; Supervised Machine Learning; Panel Data; RGI; Health Professionals (search for similar items in EconPapers)
JEL-codes: C1 I11 I15 (search for similar items in EconPapers)
Date: 2023
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