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double-machine-learning

Here are 14 public repositories matching this topic...

DoubleML / doubleml-for-py

DoubleML - Double Machine Learning in Python

python data-science machine-learning statistics scikit-learn econometrics causal-inference double-machine-learning

Updated Nov 19, 2024
Python

DoubleML / doubleml-for-r

DoubleML - Double Machine Learning in R

data-science machine-learning r statistics econometrics causal-inference mlr3 double-machine-learning

Updated Nov 22, 2024
R

dscolby / CausalELM.jl

Taking causal inference to the extreme!

sensitivity-analysis causal-inference extreme-learning-machine nonparametric-model r-learning metalearning observational-studies g-computation quasi-experimental causal-machine-learning interrupted-time-series assumption-check double-machine-learning x-learner s-learner t-learner doubly-robust debiased-machine-learning metalearner

Updated Nov 28, 2024
Julia

DoubleML / doubleml-serverless

DoubleML-Serverless - Distributed Double Machine Learning with a Serverless Architecture

python data-science machine-learning statistics aws-lambda serverless scikit-learn econometrics causal-inference double-machine-learning

Updated Dec 25, 2023
Python

carloscinelli / dml.sensemakr

Sensitivity analysis tools for causal ML

machine-learning r r-package sensitivity-analysis causal-inference double-machine-learning debiased-machine-learning

Updated May 28, 2024
R

hcchuang / Limitation-of-Firm-Fixed-Effects-Models-and-the-Missing-R-D-Patent-Relation

The repository provides state-of-arts machine-learning approaches to revamping firm fixed effects models in finance studies.

machine-learning stata high-dimensional-data fixed-effects double-machine-learning

Updated Nov 18, 2024
Stata

JanTeichertKluge / DMLSim

This library provides packages on DoubleML / Causal Machine Learning and Neural Networks in Python for Simulation and Case Studies.

machine-learning deep-learning neural-network simulation transformers transformer multi-modal causal-inference case-study bert causal multimodal multimodal-deep-learning dgp causal-machine-learning beit double-machine-learning doubleml

Updated Jun 20, 2023
Python

williantleite / DML_in_Finance

Master's degree thesis project using Debiased Machine Learning to estimate treatment effects from economic policy in US funds performance.

finance machine-learning causality-analysis double-machine-learning

Updated Jul 27, 2023
Python

tobiasuruali / Causal_MachineLearning

Causal Machine Learning project analyzing and evaluating different Double ML models for estimating treatment effects in observational data.

r causal-inference mlr3 causal-machine-learning double-machine-learning

Updated May 1, 2023
HTML

Tommylee1013 / EconomicCycle

2023학년도 2학기 경기변동론 프로젝트 페이지

machine-learning econometrics ensemble-learning financial-analysis sogang macroeconomics ensemble-machine-learning causal-machine-learning double-machine-learning sogang-university

Updated Dec 5, 2023
Python

3C0N-MQ3 / project_434

Final project for ECON434

machine-learning causality causal-inference lasso-regression double-lasso double-machine-learning

Updated Jun 9, 2024
HTML

duongkhanhk29 / MOBIL

The repository is for the publication at: Duong K (2024) What really matters for global intergenerational mobility? PLoS ONE 19(6): e0302173.

education gender-equality mobility double-machine-learning

Updated Jun 20, 2024
HTML

syedmfuad / causal_ml

Comparing effectiveness of the most common causal machine learning methods across various treatment effect, model complexities, data dimensions and sample sizes.

machine-learning machine-learning-algorithms causal-inference causal-models causal-forest propensity-score causal-machine-learning double-machine-learning

Updated Sep 8, 2023
R

dadmehrdi / causal_inference

cause /kôz/ noun 1. a person or thing that gives rise to an action, phenomenon, or condition.

machine-learning causal-inference double-machine-learning

Updated Apr 23, 2024
Jupyter Notebook

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