MY STATA programs for Program Evaluation Econometrics
R_ML_STATA_CV: Stata module to implement machine learning regression in Stata
C_ML_STATA_CV: Stata module to implement machine learning classification in Stata
CUB: Stata module to estimate ordinal outcome model estimated by a mixture of a uniform and a shifted binomial
TFDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with fixed binary treatment
SUBSET: Stata module to implement best covariates and stepwise subset selection
SCTREE: module to implement classification trees via optimal pruning, bagging, random forests, and boosting methods
SRTREE: Stata module to implement regression trees via optimal pruning, bagging, random forests, and boosting methods
SENSIMATCH: Stata module to provide data-driven sensitivity analysis for Matching estimator
TVDIFF: Stata module to compute pre- and post-treatment estimation of the Average Treatment Effect (ATE) with binary time-varying treatment
MKERN: Stata module to perform multivariate nonparametric kernel regression
NPSYNTH: Stata module to implement Nonparametric Synthetic Control Method
NTREATREG: Stata module for estimation of treatment effects in the presence of neighbourhood interactions
TED: Stata module to test Stability of Regression Discontinuity Models
RSCORE: Stata module for estimation of responsiveness scores
DATANET: Stata module to facilitate dataset organization for network analysis purposes
CTREATREG: Stata module for estimating dose-response models under exogenous and endogenous treatment
IVTREATREG: Stata module to estimate binary treatment models with idiosyncratic average effect
TREATREW: Stata module to estimate Average Treatment Effects by reweighting on propensity score
It goes without saying that different software are useful tools according to specific purposes. In this section I provide a very short description of the most used packages both for economic-statistical analysis and for more general scientific purposes with an hyperlink to their website.