Program Evaluation - Econometrics
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Updated
Apr 11, 2018 - Jupyter Notebook
Program Evaluation - Econometrics
We analyze two student outcomes β student GPA and average ACT test score for 1000 12th graders at the given school district. Specifically, we want to understand, among all the information we know about these students β demographics (gender, ethnicity, special education status, age, household income, and performance index), AP course taking, GPA β¦
syntCF is an R package that provides a set of tools to estimate the effect of a program or a policy using a robust time series synthetic counterfactual approach coupled with the double difference estimator within a Machine Learning framework.
π π π§βπ« Website for graduate-level course on program evaluation and causal inference using R, built with Quarto
Curso de EconometrΓa con un aplicaciones en Python
A PyTorch implementation of the "robust" synthetic control model
Power and sample size calculations for RD designs using robust bias-corrected local polynomial inference.
π π π§βπ« Website for graduate-level course on program evaluation and causal inference using R, built with Quarto
Estimation, inference, RD Plots, and extrapolation with multiple cutoffs and multiple scores RD designs.
R Analysis + Code: Impact Evaluation Labor Market
Program Evaluation with Non-Parametric Statistics and Hypothesis Testing
Manipulation testing using local polynomial density methods.
A Python package for causal inference using Synthetic Controls
Finite-sample inference for RD designs using local randomization and related methods.
Home for Anthony D'Agostino's professional webpage
Statistical inference and graphical procedures for RD designs using local polynomial and partitioning regression methods.
Regression Discontinuity Design Software Packages
Synthetic difference in differences for Python
π π π§βπ« Website for graduate-level course on program evaluation and causal inference using R, built with Quarto
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