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Discrete Outcomes Continued: The Area Under the Curve Metrics, Count Models
In: Advanced Statistics for Health Research
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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;All these keywords.
JEL classification:
- I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
- I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
- C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
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