apoorvalal Goto Github PK

00_paper_template_overleaf

tex document for papers on overleaf

admin_boundaries

processes gadm

aipwml

Regression adjustment, IPW, and AIPW estimators for causal effects using various ML methods

aipyw

minimal, fast object oriented implementation of the AIPW estimator for many discrete treatments. Implemented with scikitlearners and cross-fitting. Written primarily for OOP practice and customisation.

alal-paper-template

pandoc / rmarkdown paper template + folder structure for empirical papers. Spits out sensible looking working paper pdf without having to set everything up in latex (but keeps tex file for subsequent tinkering).

amlinear

Augmented minimax linear estimation

animatedmaps_us_cds

Example of animated maps in matplotlib + geopandas using entire time series of congressional district maps from UCLA archive. rendered, interactive version below

apoorvalal.lists.sh

prose microblog source. plaintext files.

applied_metrics

A PhD course in Applied Econometrics and Panel Data

automlaipw

ML estimators using h2o ensembles

awesome-economics

A curated collection of links for economists

balancehd

Approximately balanced estimation of average treatment effects in high dimensions.

balancer

Balancing weights for observational studies

bibextractr

Function to extract all bib entries cited in paper (using biblatex citations) from a big bibtex file and populate small bib file

binb

Binb is not Beamer

britain_19c

1. 1885 redistricting, 2. lancashire famine realigments

bsky_paperbot

source for bsky arxiv paperboy bot.

ca-local-crime-stats

scraping openjustice data on crime in california

cates

wrapper package for multiple CATE estimator routines

causaldml

Implementation of Double Machine Learning

causalinferencepy

Causal Inference in Python

causalpy

A Python package for causal inference in quasi-experimental settings

causaltransportr

cheatsheets-1

RStudio Cheat Sheets

chkssmetricsml

Notebooks for Applied Causal Inference Powered by ML and AI

coding-for-economists

This repository hosts the code behind the online book, Coding for Economists.

conditional-moment-restrictions

Estimators for conditional moment restriction problems

conley

Package for Conley standard errors in cross-section and panel data models estimated with felm()

conley-se

Code to estimate Conley's Standard Errors in R

contextual

Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies