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hdps-stata-demo

Example materials for using hdps Stata package

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

honestdid

Robust inference in difference-in-differences and event study designs

interflex

Multiplicative Interaction Models Diagnostics and Visualization, Producing Flexible Marginal Effect Estimates

interflex_stata

Stata Package interflex

interventionevaluatr

islr-tidymodels-labs

ivqr

Instrumental Variable Quantile Regression

ivreghdfe

Run IV/2SLS with many levels of fixed effects (i.e. ivreg2+reghdfe)

kinkreg

Kink regression model

lasso-machine-learning

An illustrative example of a LASSO applied to healthcare data with hundreds of independent variables

lassofista

Routines to compute Lasso solution in R and Python

lassopack

LASSOPACK: Stata module for lasso, square-root lasso, elastic net, ridge, adaptive lasso estimation and cross-validation

lecture_i2ml

gh-page

lee_wooldridge_2023

linearmomentinequalities

localizeddebiasedmachinelearning

lpdensity

Estimation and inference using local polynomial distribution/density regression methods.

lpdid

lvstar

R package for Logistic Vector Smooth Transition AutoRegression modelling

machine-learning-experiments

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

machine-learning-in-r

Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles

malmq2

Malmquist Productivity index in Stata

maq

Qini curves for multi-armed treatment rules

market-interference

matching

This repository includes Stata coding for matching estimations, especially propensity score matching.

mcpanel

Matrix Completion Methods for Causal Panel Data Models

measuring-corporate-culture-using-machine-learning

Code Repository for MS20190155

mendez2020-convergence-clubs-code-data

Data and code to replicate the findings of Mendez(2020). Includes a Stata tutorial: Convergence test and identification of clubs using Stata

microsynth

Synthetic controls for micro-level data