hayeszhou Goto Github PK

stata-pylearn

Supervised learning algorithms in Stata

stata-staggered

Stata version of R staggered package; see Roth and Sant’Anna (2023)

stata-threshold-vector-autoregression

A Stata implementation of the Threshold Vector Autoregression Model and a study of a nuisance parameter with bootstrapping and Monte Carlo simulation.

statapack

A collection of handy Stata programs for empirical analyses

statasvm

SVM in Stata

stpackages

Repository for all my Stata packages

straggered_did_13

Thirteen new DID estimators using simulated data

sumhdfe

Summary and diagnostic information for evaluating within-fixed-effect variation.

synth_runner

A tool to run a pool of synthetic controls, conduct inference, and produce visualizations.

synthdid

Synthetic difference in differences

synthetic-interventions

syntheticcontrolmethods

A Python package for causal inference using Synthetic Controls

syntheticnn

tesensitivity

A Stata package for assessing sensitivity to the unconfoundedness assumption

test

test learning

the-stata-guide

Files for the Stata Guide on Medium https://medium.com/the-stata-guide

threshold_panel

tjbal

Trajectory Balancing

tlverse-handbook

🎯 :closed_book: Targeted Learning in R: A Causal Data Science Handbook

tmwr

Code and content for "Tidy Modeling with R"

tpwd-estimators

tutorial-synthetic-control-methods-felipe-thesis-chapter5

This tutorial presents the analysis of the 5th chapter of my master thesis - "The Effect of Conditional Cash Transfer Policies on Crime: Evidence from a Synthetic Controls Framework" - Felipe Santos-Marquez

twfe

unitdid

Providing functions for Unit-level Difference-in-Differences (Arkhangelsky, Yanagimoto, and Zohar, 2024)

wooldid

Estimation of Difference-in-Differences Treatment Effects with Staggered Treatment Onset Using Heterogeneity-Robust Two-Way Fixed Effects Regressions

xsynthdid

Simple function to adjust for covariates in synthdid

xtdcce2

Estimating Dynamic Common Correlated Effects Models in Stata

xtdml

Double Machine Learning for panel data models with fixed effects

xtevent

Stata package -xtevent-

yatchew_test

Yatchew (1997), de Chaisemartin and D'Haultfoeuille (2024) linearity test