GitHub topics: causal-inference
matteocourthoud/awesome-causal-inference
A curated list of causal inference libraries, resources, and applications.
Size: 22.8 MB - Last synced at: about 9 hours ago - Pushed at: 2 months ago - Stars: 1,008 - Forks: 171

rguo12/awesome-causality-algorithms
An index of algorithms for learning causality with data
Size: 208 KB - Last synced at: about 9 hours ago - Pushed at: 5 months ago - Stars: 3,152 - Forks: 468

IbrahimJahwari/Sweden_Nuclear_Energy_Production
Empirical analysis of Sweden’s 2023 nuclear policy reform using a regression discontinuity design.
Language: R - Size: 2.92 MB - Last synced at: about 17 hours ago - Pushed at: about 18 hours ago - Stars: 0 - Forks: 0

IbrahimJahwari/Scholarship_Causal_Evaluation
Causal evaluation of scholarship program on Omani students' outcomes using Matching methods.
Language: R - Size: 329 KB - Last synced at: about 18 hours ago - Pushed at: about 18 hours ago - Stars: 0 - Forks: 0

rickmer-schulte/Pretrained-Causal-Adjust
Code for the ICML 2025 paper: "Adjustment for Confounding using Pre-Trained Representations"
Language: Jupyter Notebook - Size: 699 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

jordandeklerk/pyDiD
Python package implementing a variety of modern DiD and doubly robust DiD estimators with diagnostic tools and sensitivity tests
Language: Python - Size: 6.16 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

cjerzak/causalimages-software
causalimages: An R package for performing causal inference with image and image sequence data
Language: R - Size: 468 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 21 - Forks: 3

py-why/causal-learn
Causal Discovery in Python. It also includes (conditional) independence tests and score functions.
Language: Python - Size: 27 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1,377 - Forks: 217

tangxyw/RecSysPapers
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
Language: Python - Size: 1.57 GB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1,804 - Forks: 243

cdt15/lingam
Python package for causal discovery based on LiNGAM.
Language: Python - Size: 6.82 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 424 - Forks: 65

m-clark/book-of-models
Spells for everyday living, also a book -- Models Demystified -- coming out in 2025.
Language: Python - Size: 151 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 68 - Forks: 15

banku50/inference-gateway
An open-source, high-performance gateway unifying multiple LLM providers, from local solutions like Ollama to major cloud providers such as OpenAI, Groq, Cohere, Anthropic, Cloudflare and DeepSeek.
Language: Go - Size: 144 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

felice797/personal-sleep-study-rct
RCT design and analysis on pre-bedtime habits and sleep quality. Features robust standard errors, CATE analysis, multiple regression specifications, and reproducible R code.
Language: HTML - Size: 1.08 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

Zamir503/Random
<p align="center"> <img src="https://github.com/Chill-Astro/Random/blob/main/Random.ico" width="128px" height="128px" alt="Random Logo"></p><h1 align="center">Random v1.0</h1>Random is a lightweight console game made in C#. You have five attempts to guess the number, with hints to guide you along the way! 🎮✨## Key Features:- Extremely lig
Language: Inno Setup - Size: 58.6 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

psychbruce/DPI
↔️ The Directed Prediction Index (DPI): Quantifying Relative Endogeneity of Outcome Versus Predictor Variables.
Language: R - Size: 3.9 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

y0-causal-inference/y0
❓y0 (pronounced "why not?") is for causal inference in Python
Language: Python - Size: 6.32 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 51 - Forks: 10

stscl/spEDM
Spatial Empirical Dynamic Modeling
Language: C++ - Size: 9.73 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 18 - Forks: 1

remlapmot/cibookex-r
Causal Inference: What If. R and Stata code for Exercises
Language: RMarkdown - Size: 67.7 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 90 - Forks: 67

AashishPatil2001/coffee_causality
Data-driven analysis of coffee shop sales using correlation, regression, and causal inference. A Jupyter Book project exploring foot traffic, weather patterns, and business analytics.
Size: 1.95 KB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

SpatLyu/EDMethods
Empirical Dynamic Modeling (EDM)
Size: 28.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 6 - Forks: 0

Kuan-Liu-Lab/bayesmsm
An R package for Bayesian Marginal Structural Models
Language: R - Size: 12.3 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 2 - Forks: 1

Causal-LDA/TrialEmulation
Language: R - Size: 22.3 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 26 - Forks: 9

bowers-illinois-edu/bowershansen-CI-course
Source files for Jake and Ben and Tom's causal inference course materials
Language: TeX - Size: 78.9 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 6 - Forks: 6

nicomorga/ml-notebooks
📊 Building ML projects using Python, Scikit-learn & more.
Language: Jupyter Notebook - Size: 4.56 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

sb-ai-lab/HypEx
Fast and customizable framework for automatic and quick Causal Inference in Python
Language: Python - Size: 62.7 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 112 - Forks: 7

gav888/BriDGE
R package BriDGE
Language: R - Size: 1.38 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

Flavio105/Actual_Phenomenon
# Actual_PhenomenonThis repository hosts an intelligent system for analyzing employee reimbursement invoices and includes a chatbot for easy querying. 🚀 Explore the API endpoints for invoice analysis and interactive chat functionalities. 💬
Language: Python - Size: 1.58 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

matheusfacure/python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
Language: Jupyter Notebook - Size: 47.3 MB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 2,968 - Forks: 541

gregorsteiner/StaggeredSynthDiD
Synthetic DiD estimation in staggered adoption settings
Language: R - Size: 39.1 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 1

neurodata/treeple
Scikit-learn compatible decision trees beyond those offered in scikit-learn
Language: Jupyter Notebook - Size: 126 MB - Last synced at: 3 days ago - Pushed at: 8 days ago - Stars: 80 - Forks: 20

pcbrendel/multibias
R Package for Multi-Bias Analysis in Causal Inference
Language: R - Size: 10.2 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2 - Forks: 0

station-10/awesome-marketing-machine-learning
A curated list of awesome machine learning libraries for marketing, including media mix models, multi touch attribution, causal inference and more
Size: 63.5 KB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 111 - Forks: 10

ahgroup/billings-high-dose-heterologous-public 📦
Code and data associated with Billings et al., "High dose inactivated influenza vaccine inconsistently improves heterologous antibody responses in an elderly human cohort", JID 2025.
Language: TeX - Size: 2.37 GB - Last synced at: 5 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

py-why/dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
Language: Python - Size: 708 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 7,521 - Forks: 965

hknd23/DeepLearningCausal
functions to estimate the Conditional Average Treatment Effects (CATE) and Population Average Treatment Effects on the Treated (PATT)
Language: R - Size: 138 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2 - Forks: 0

harveybc/predictor
Predictor that uses a configurable plugin-based predictive supervised learning model, to make forecasts for a configurable time horizon in a timeseries, using heterogeneus multivariate timeseries data as input, the input data needs to be aligned with the timeseries to be used as training signals. Includes 4 built-in deep-learning predictive models.
Language: Python - Size: 1010 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 5 - Forks: 2

DoubleML/doubleml-for-py
DoubleML - Double Machine Learning in Python
Language: Python - Size: 8.52 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 598 - Forks: 91

annaguo-bios/fdcausal
An R Package for Average Causal Effect Estimation via the Front-Door Functional
Language: R - Size: 485 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

annaguo-bios/fd-methods
Implementing experiments in paper titled "Targeted Machine Learning for Average Causal Effect Estimation Using the Front-Door Functional"
Language: R - Size: 101 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

Kanaries/Rath
Next generation of automated data exploratory analysis and visualization platform.
Language: TypeScript - Size: 82.3 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 4,434 - Forks: 358

vdblm/CausalPFN
CausalPFN: Amortized Causal Effect Estimation via In-Context Learning
Language: Jupyter Notebook - Size: 44.1 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

guifrs/enem-irt-public-vs-private
Impact of public high-school background on ENEM 2017 scores, accounting for Item Response Theory (Python)
Language: Python - Size: 1.29 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

hase3b/DiaCausal
DiaCausal: AI-driven causal analysis of diabetes risk factors.
Language: Python - Size: 0 Bytes - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

mckinsey/causalnex
A Python library that helps data scientists to infer causation rather than observing correlation.
Language: Python - Size: 22.8 MB - Last synced at: 7 days ago - Pushed at: 12 months ago - Stars: 2,326 - Forks: 266

pgmpy/pgmpy
Python Library for Causal and Probabilistic Modeling using Bayesian Networks
Language: Python - Size: 13.2 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 2,964 - Forks: 838

py-why/EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
Language: Jupyter Notebook - Size: 45.5 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 4,144 - Forks: 756

pymc-labs/CausalPy
A Python package for causal inference in quasi-experimental settings
Language: Python - Size: 216 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1,002 - Forks: 75

maks-sh/scikit-uplift
:exclamation: uplift modeling in scikit-learn style in python :snake:
Language: Python - Size: 7.79 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 770 - Forks: 102

mikenguyen13/data_analysis
Streamline a data analysis process
Language: HTML - Size: 3.2 GB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 73 - Forks: 40

paul-krug/pytorch-tcn
(Realtime) Temporal Convolutions in PyTorch
Language: Python - Size: 227 KB - Last synced at: 4 days ago - Pushed at: 2 months ago - Stars: 138 - Forks: 13

priism-center/thinkCausal_dev
Point-and-click bartCause analysis and causal inference education
Language: R - Size: 50.6 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 25 - Forks: 4

RobinDenz1/simDAG
An R-Package to Simulate Simple and Complex (longitudinal) Data from a DAG and Associated Node Information
Language: R - Size: 12.3 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 11 - Forks: 0

ncn-foreigners/jointCalib
Repository for a small package for joint calibration of totals, quantiles and other metrics
Language: R - Size: 130 MB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 8 - Forks: 0

msuzen/looper
A resource list for causality in statistics, data science and physics
Size: 831 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 264 - Forks: 33

Davidvandijcke/R3D
Implementation of Van Dijcke, David. "Regression Discontinuity Design with Distribution-Valued Outcomes." Manuscript.
Language: R - Size: 1.33 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 1 - Forks: 0

Kuan-Liu-Lab/causens
An R package for causal sensitivity analysis methods
Language: R - Size: 5.95 MB - Last synced at: 11 days ago - Pushed at: 14 days ago - Stars: 1 - Forks: 0

OscarEngelbrektson/SyntheticControlMethods
A Python package for causal inference using Synthetic Controls
Language: Python - Size: 69.8 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 185 - Forks: 55

nt-williams/lmtp
:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
Language: R - Size: 3.12 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 66 - Forks: 19

c2d-usp/causal-reasoning
Language: Python - Size: 1.1 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

TARGENE/TMLE.jl
A Julia implementation of the Targeted Minimum Loss-based Estimation
Language: Julia - Size: 9.41 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 20 - Forks: 4

huawei-noah/trustworthyAI
Trustworthy AI related projects
Language: Python - Size: 10.3 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 1,045 - Forks: 234

vaijira/why-rs
Rust causal related tools.
Language: Rust - Size: 118 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

pietrolesci/memorisation-profiles
This is the official implementation for our ACL 2024 paper: "Causal Estimation of Memorisation Profiles".
Language: Python - Size: 1.04 MB - Last synced at: about 9 hours ago - Pushed at: 3 months ago - Stars: 22 - Forks: 2

SUwonglab/CausalEGM
A General Causal Inference Framework by Encoding Generative Modeling
Language: Python - Size: 1.86 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 70 - Forks: 11

shabdswaroopchalla/Counterfactual-variational-autoencoder-with-residual-networks
Language: Jupyter Notebook - Size: 33.2 KB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

uber/causalml
Uplift modeling and causal inference with machine learning algorithms
Language: Python - Size: 110 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 5,417 - Forks: 815

drganghe/program-evaluation
Open Course on Program Evaluation
Language: TeX - Size: 27.8 MB - Last synced at: 18 days ago - Pushed at: 19 days ago - Stars: 1 - Forks: 0

evenssalies/MSE
Statistical Evaluation Methods
Language: Stata - Size: 4.79 MB - Last synced at: 18 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

RobinDenz1/MatchTime
An R-Package to perform Time-Dependent Matching for Observational Data in Discrete and Continuous Time
Language: R - Size: 2.64 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 1 - Forks: 0

imirzadeh/awesome-causal-inference
A (concise) curated list of awesome Causal Inference resources.
Size: 12.7 KB - Last synced at: 7 days ago - Pushed at: almost 3 years ago - Stars: 236 - Forks: 38

ds-modules/Legalst-123
UC Berkeley Legal Studies 123 Spring 2022
Language: Jupyter Notebook - Size: 93 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 12 - Forks: 10

FenTechSolutions/CausalDiscoveryToolbox
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
Language: Python - Size: 13.9 MB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 1,176 - Forks: 202

JoKeyser/Einstiegskurs-Kausale-Inferenz Fork of luebby/WWWEKI
Was, wie, warum? Einstiegskurs Kausale Inferenz
Language: Jupyter Notebook - Size: 1.96 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 1 - Forks: 0

Sanofi-Public/sharp-bounds-for-continuous-treatment-effects
Snapshot of the implementation used to generate figures and numerical results from the paper "Sharp Bounds for Continuous-Valued Treatment Effects with Unobserved Confounders", Baitairian et al. (2024).
Language: R - Size: 3.53 MB - Last synced at: 5 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

planplus/causality_zh
"Causality: Models, Reasoning, and Inference-Judea Pearl(2009)"中文翻译及学习笔记
Language: JavaScript - Size: 1.58 MB - Last synced at: 6 days ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 4

sdfordham/pysyncon
A python module for the synthetic control method
Language: Python - Size: 2.58 MB - Last synced at: 20 days ago - Pushed at: 2 months ago - Stars: 68 - Forks: 16

rdpackages/rdpackages.github.io
Regression Discontinuity Design Software Packages
Language: CSS - Size: 59.1 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 16 - Forks: 10

ngreifer/cobalt
Covariate Balance Tables and Plots - An R package for assessing covariate balance
Language: R - Size: 149 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 76 - Forks: 13

larslorch/avici
Amortized Inference for Causal Structure Learning, NeurIPS 2022
Language: Python - Size: 639 KB - Last synced at: 17 days ago - Pushed at: 4 months ago - Stars: 64 - Forks: 10

tlverse/tmle3
🎯🎓 Generalized Targeted Learning Framework
Language: R - Size: 1.14 MB - Last synced at: about 7 hours ago - Pushed at: about 8 hours ago - Stars: 40 - Forks: 14

T0ngChen/medRCT
📦R package medRCT
Language: R - Size: 1.87 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 4 - Forks: 2

BiomedSciAI/causallib
A Python package for modular causal inference analysis and model evaluations
Language: Python - Size: 13.2 MB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 779 - Forks: 103

ggiannarakis/causal-jobs
causal-jobs is a project dedicated to revealing the status of causal inference in the European job market.
Language: HTML - Size: 56.6 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

krassowski/jupyterlab-dagitty
JupyterLab renderer of dagitty causal diagrams
Language: TypeScript - Size: 1.46 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 0

JoaquinMateosBarroso/group-causation
Group Causation is an open source Python library for causal discovery on time series and groups of time series. It provides tools for identifying causal relationships, automating benchmarks, and evaluating causal inference methods.
Language: Python - Size: 6.11 MB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 2 - Forks: 0

Mamba413/CausalGraphCut
Code for “Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach”
Language: Python - Size: 195 KB - Last synced at: 9 days ago - Pushed at: 23 days ago - Stars: 2 - Forks: 0

zalando/expan
Open-source Python library for statistical analysis of randomised control trials (A/B tests)
Language: Python - Size: 1.24 MB - Last synced at: 13 days ago - Pushed at: about 2 years ago - Stars: 340 - Forks: 49

juangamella/icp
Python implementation of the Invariant Causal Prediction (ICP) algorithm, from the 2015 paper "Causal inference using invariant prediction: identification and confidence intervals" by Jonas Peters, Peter Bühlmann and Nicolai Meinshausen.
Language: Python - Size: 414 KB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 1

SUwonglab/CausalBGM
An AI-powered Bayesian generative modeling approach for causal inference in observational studies
Language: Python - Size: 2.43 MB - Last synced at: 22 days ago - Pushed at: 24 days ago - Stars: 6 - Forks: 4

Causal-Inference-Group-C4AI/Linear-Programming-For-Interventional-Queries
A program that computes bounds for single intervention queries on quasi-markovian graphs as a linear optimization problem.
Language: Python - Size: 1010 KB - Last synced at: 20 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

emeyer-hansen/synthetic-causal-framework
This repository is part of the Synthetic Causal Framework (SCF) project and is dedicated to publicly hosting the newest version of Synthetic Causal Framework
Language: HTML - Size: 1.79 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

emeyer-hansen/synthetic_causal_framework
The Synthetic Causal Framework (SCF) is a novel methodological framework for deriving reliable and valid causal inference for non-manipulable phenomena through use of synthetic units.
Language: HTML - Size: 4.59 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

rdpackages/rdlocrand
Finite-sample inference for RD designs using local randomization and related methods.
Language: Stata - Size: 4.76 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 7 - Forks: 10

rdpackages/rdmulti
Estimation, inference, RD Plots, and extrapolation with multiple cutoffs and multiple scores RD designs.
Language: Stata - Size: 7.35 MB - Last synced at: 8 days ago - Pushed at: 26 days ago - Stars: 3 - Forks: 9

rdpackages/rdpower
Power and sample size calculations for RD designs using robust bias-corrected local polynomial inference.
Language: Stata - Size: 3.91 MB - Last synced at: 1 day ago - Pushed at: 26 days ago - Stars: 4 - Forks: 2

grf-labs/grf
Generalized Random Forests
Language: C++ - Size: 62.7 MB - Last synced at: 22 days ago - Pushed at: about 2 months ago - Stars: 1,025 - Forks: 260

jrfiedler/causal_inference_python_code
Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins
Language: Jupyter Notebook - Size: 1.51 MB - Last synced at: 26 days ago - Pushed at: over 3 years ago - Stars: 1,309 - Forks: 394

mlondschien/ivmodels
Instrumental Variable Regression in Python
Language: Python - Size: 553 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 6 - Forks: 1

carloscinelli/dml.sensemakr
Sensitivity analysis tools for causal ML
Language: R - Size: 145 MB - Last synced at: 6 days ago - Pushed at: 27 days ago - Stars: 17 - Forks: 5

grf-labs/policytree
Policy learning via doubly robust empirical welfare maximization over trees
Language: R - Size: 1.52 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 81 - Forks: 15
