Statistical inference and graphical procedures for RD designs using local polynomial and partitioning regression methods.
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Oct 24, 2024 - Stata
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regression-discontinuity-designs
Here are 20 public repositories matching this topic...
Honest inference in regression discontinuity designs
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Dec 18, 2024 - R
Causal Inference Using Quasi-Experimental Methods
experimental experimentation experiments causality causation causality-analysis causal-inference rdd synthetic-control causal its causal-models experimental-design causal-impact difference-in-differences regression-discontinuity-designs interrupted-time-series
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Jan 15, 2021
Estimation for sharp regression discontinuity designs.
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May 22, 2024 - Julia
Regression Discontinuity Design Software Packages
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Oct 31, 2024 - CSS
Manipulation testing using local polynomial density methods.
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Oct 24, 2024 - Stata
Finite-sample inference for RD designs using local randomization and related methods.
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Nov 10, 2024 - Stata
Power and sample size calculations for RD designs using robust bias-corrected local polynomial inference.
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Oct 24, 2024 - Stata
Lecture slides, video recordings, and coding exercises from the 2024 Northwestern University Causal Inference Workshop. This repository is not affiliated with Northwestern University or the workshop.
machine-learning matching regression econometrics causality propensity-scores causal-inference instrumental-variable instrumental-variables propensity-score difference-in-differences regression-discontinuity regression-discontinuity-designs causal-inference-book propensity-score-matching instrumental-variable-analysis
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Aug 27, 2024 - Stata
Estimation, inference, RD Plots, and extrapolation with multiple cutoffs and multiple scores RD designs.
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Nov 8, 2024 - Stata
Analysis of Ironman triathlon finisher data
ironman economics sports-stats triathlon sports-data sports-analytics regression-discontinuity-designs
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Feb 6, 2021 - Jupyter Notebook
Final assignment in the Causal Inference course at the Technion (IEM097400). In this assignment investigate the causal connection of pride events to hate crimes committed against the LGBTQ+ community.
python numpy pandas python3 pride causal-inference lgbtq regression-discontinuity regression-discontinuity-designs
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Mar 26, 2023 - Jupyter Notebook
In this project, we will work on replicating the results of a paper by Imbens & Gelman (2019). The paper states three arguments why high-order polynomials should not be used in regression discontuinity design.
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Feb 9, 2023 - TeX
This is Benjamin Reese's repo for a paper presenting a method for estimating unknown cut-points in RDDs/RKDs.
machine-learning causal-inference regression-discontinuity-designs regression-kink-designs political-methodology
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Sep 1, 2023 - R
Estimating the effect of Covid-19 Precautions on traffic accidents in Taoyuan City with Regression Discontinuity Design using Python PanelOLS model.
traffic-analysis statsmodels panel-data regression-discontinuity-designs covid-19 linearmodels ols-regression-model
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Apr 11, 2024 - Jupyter Notebook
[Break Through Tech: AI Studio Project] Unwrapping Customer Delight: Using Frequentist and Bayesian Regression Models to Optimize Surprise Gift Strategies
python machine-learning exploratory-data-analysis pandas bayesian-statistics frequentist-statistics numpyro regression-discontinuity-designs
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Dec 9, 2024 - Jupyter Notebook
Effective Programming Practice with Python: Replication of González, Libertad (2013)
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Mar 26, 2021 - Jupyter Notebook
Provides a convenient wrapper function for data analysis with regression discontinuity design (especially discrete running variables) as an identification strategy.
r econometrics causal-inference discrete-variables regression-discontinuity-designs treatment-effect
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Feb 16, 2022 - R
Replication: Do Women Give Up Competing More Easily? Evidence from the Lab and the Dutch Math Olympiad
r gender-equality replication-study applied-economics regression-discontinuity-designs sharp-regression-discontinuity
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Sep 6, 2024 - HTML
LWE Research Project
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Nov 1, 2024 - R
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