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Population Health Methods
An educational platform for innovative population health methods, and the social, behavioral, and biological sciences.
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  • Techniques
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Techniques

Age-Period-Cohort Analysis

 

Agent-Based Modeling

 

Box-Jenkins Methodology

 

Case-Crossover Design

 

Cluster Analysis Using K-Means

 

Competing Risk Analysis

 

Construction of Complex Survey Weights

 

Content Analysis

 

Difference-in-Difference Estimation

 

Differential Item Functioning

 

Discrete Choice Analysis

 

Dyadic Data Analysis

 

Evaluating Risk Prediction with ROC Curves

 

Exploratory Factor Analysis

 

Geographically Weighted Regression

 

Heat Maps and Quilt Plots

 

Hot Spot Detection

 

Instrumental Variables

 

Inverse Probability Weighting

 

Item Response Theory

 

Kriging

 

Latent Growth Curve Analysis

 

Least Absolute Shrinkage and Selection Operator (LASSO)

 

Markov Chain Monte Carlo

 

Meta-Regression

 

Multi-Level Modeling

 

Missing Data and Multiple Imputation

 

Path Analysis

 

Principal Components Analysis

 

Probabilistic Sensitivity Analysis of Misclassification

 

Propensity Score

 

Rasch Modeling

 

Relative Risk Regression

 

Respondent-Driven Sampling

 

Ridge Regression

 

Social Network Analysis

 

Spline Regression

 

Systems Science

 

Thin Plate Spline Regression

 

Trajectory Analysis

 

Web Scraping

 

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