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DACSS_Prof

Carey Stapleton

Recently Published

Average Treatment Effects
Brief review of estimating average treatment effects for randomized controlled experiments.
Average Treatment Effects for RCTs
Count Modeling
Cronbach's Alpha Calculation
Exploratory and Confirmatory Factor Analysis
Preparing Survey Data for Analysis
Birthday Problem - Using Simulation in R
OLS on Ordinal Data
Visualization of Regression Results
Logit and Probit Modeling
Polynomials and Log Transformations with OLS
Multivariate OLS with Predicted Value Plots
Interactive OLS Regression
Descriptive Data Review in R
Evaluating OLS Assumptions in R
Correlations and Bivariate Linear Regression
CIs and Z-Scores
T-tests and ANOVA
Exploring Survey Data with R
Raw Survey Data Review and Cleaning
Topline Tutorial
Rake Weighting in R
Step by step guide to creating survey sample weights to match the sample demographics to known population values.