apoorvalal/ebal

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R
Created over 1 year ago
Updated over 1 year ago

apoorvalal/ebal

apoorvalal

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entropy balancing (v2)

ding_causalInference_python

python implementation of Peng Ding's "First Course in Causal Inference"

Jupyter Notebook

historical_data_extraction

minimal example of layoutparser use

Jupyter Notebook

ivDiag

IV diagnostics package accompanying Lal, Lockhart, Xu, and Zu (2023).

CVXSynth

Implementation of the original synthetic control (Abadie, Diamond, and Hainmueller 2010) and elastic-net synthetic control (Doudchenko and Imbens 2016) in CVXR.

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

Jupyter Notebook

minimal_website

pandoc powered personal/project website

randomization_inference_neyman

randomization inference for the average treatment effect with covariates

aipwML

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

LalRUtils

Misc utility functions in R for personal use.

pyensmallen

python wrapper for the ensmallen c++ library for numerical optimization

Jupyter Notebook

pyGIS-notes

brief introduction spatial data analysis in python

sp2DID

semiparametric 2-period DiD estimators for the ATT

python-symbolic-math-notebooks

jupyter notebooks with sympy commands for calculus and linear algebra problems

Jupyter Notebook

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).

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.

Jupyter Notebook

CATEs

wrapper package for multiple CATE estimator routines

india_pesa_forests

cleaned up version of forests paper codebase

Jupyter Notebook

admin_boundaries

Jupyter Notebook

KnockoffEntropyBalancing

Entropy balancing with knockoff-selection constraints

bsky_paperbot

source for bsky arxiv paperboy bot.

fastmatch

fast matching estimators for causal inference

manual-ngrams-newspapers

code to construct google ngram style diagrams using text scraped from pdfs of a newspaper archive

Jupyter Notebook