Pedro H. C. Sant'Anna (pedrohcgs)

pedrohcgs

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Company:Emory University

Home Page:https://psantanna.com

Twitter:@pedrohcgs

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Pedro H. C. Sant'Anna's starred repositories

fastglm

Fast glm fitting via RcppEigen

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dime-github-trainings

Training materials and other GitHub related information developed by DIME Analytics

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Calibrating-doubly-robust-estimators-with-unbalanced-treatment-assignment

Code to replicate the simulation study in the paper "Calibrating doubly-robust estimators with unbalanced treatment assignment"

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twfeweights

TWFE weights

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csdid

CSDID

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539b

(Advanced) Applied Econometrics

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DScourseS24

Materials for Econ 5253 Data Science for Economists course at U of Oklahoma

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causalHAL

Adaptive debiased machine learning of treatment effects with the highly adaptive lasso

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matrix-completion

Bachelor Thesis in Econometrics, Maastricht University

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causalML-teaching

This repository consolidates my teaching material for "Causal Machine Learning".

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stata-staggered

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

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info8010-deep-learning

Lectures for INFO8010 Deep Learning, ULiège

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npiv

Project with Xiaohong Chen and Tim Christensen: Nonparametric IV Estimation

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differences

difference-in-differences in Python

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didFF

Repository for R package didFF

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quarto_website_template

Template of quarto website

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r4ds-instructors

Instructors' Guide to accompany "R for Data Science"

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teffectsR

R versions of Stata teffects functions

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causaltune

AutoML for causal inference.

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Instrumental-Variables

Instrumental Variables Mixtape Track taught by Peter Hull

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R_guide

R instructions for our research projects

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JFE_DID

This repo contains the code to replicate the analyses in Baker, Larcker, Wang.

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experimentdatar

Datasets used in the AEA 2018 Continuing Education "Machine Learming and Econometrics" (Athey and Imbens, 2018)

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r-econ-visual-library

This is a repository maintained by DIME Analytics and containing example graphs on how to create graphs for data analysis of Impact Evaluations using R.

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Meta_learner-for-Causal-ML

This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods.

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did

A Stata package that acts as a wrapper for Callaway and Sant'anna's R did package

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Manu

This package provides colour palettes derived from birds native to New Zealand

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applied-methods-phd

Repo for Yale Applied Empirical Methods PHD Course

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