Authored Code
Random Forest for Stata
A Stata wrapper for Python's Scikit random forest implementation, allowing people to call Random Forests directly from Stata.
Python 2.7 and scikit installation necessary.
Matrix t-test
(matrix_ttest.ado)
Helps run pair-wise t-test for all possible pairs of a group variable and reports difference between variables, the test, the p value, t statistic, and degrees of freedom.
Links to Code by Others
In case others find it useful
Double LASSO
Stata code by Belloni, Chernozhukov, and Hansen (2014)
Honest Causal Trees
Susan Athey's GitHub repo, implementation of honest casual trees in R.
Measuring Founding Strategy
Open source code to replicate the paper Measuring Founding Strategy, including a web scraper to download historical websites from the WaybackMachine, code to build a Doc2Vec model, and an approach to estimate the similarity between different websites.