double-machine-learning

There are 2 repositories under double-machine-learning topic.

DoubleML / doubleml-for-py
DoubleML - Double Machine Learning in Python
causal-inference data-science double-machine-learning econometrics machine-learning python scikit-learn statistics
Language:Python 436
DoubleML / doubleml-for-r
DoubleML - Double Machine Learning in R
machine-learning r mlr3 causal-inference statistics econometrics data-science double-machine-learning
Language:R 119
dscolby / CausalELM.jl
Taking causal inference to the extreme!
causal-inference causal-machine-learning extreme-learning-machine g-computation interrupted-time-series metalearning observational-studies quasi-experimental assumption-check double-machine-learning nonparametric-model sensitivity-analysis metalearner debiased-machine-learning r-learning s-learner t-learner x-learner doubly-robust
Language:Julia 18
DoubleML / doubleml-serverless
DoubleML-Serverless - Distributed Double Machine Learning with a Serverless Architecture
machine-learning python serverless aws-lambda scikit-learn causal-inference statistics econometrics data-science double-machine-learning
Language:Python 12
carloscinelli / dml.sensemakr
Sensitivity analysis tools for causal ML
causal-inference debiased-machine-learning double-machine-learning machine-learning r r-package sensitivity-analysis
Language:R 9
hcchuang / Revamping-Firm-Fixed-Effects-Models-with-Machine-Learning
The repository provides state-of-arts machine-learning approaches to revamping firm fixed effects models in finance studies.
machine-learning fixed-effects stata high-dimensional-data double-machine-learning
Language:Stata 7
JanTeichertKluge / DMLSim
This library provides packages on DoubleML / Causal Machine Learning and Neural Networks in Python for Simulation and Case Studies.
deep-learning dgp double-machine-learning doubleml machine-learning simulation beit bert case-study causal causal-inference causal-machine-learning multi-modal multimodal multimodal-deep-learning neural-network transformer transformers
Language:Python 6
williantleite / DML_in_Finance
Master's degree thesis project using Debiased Machine Learning to estimate treatment effects from economic policy in US funds performance.
machine-learning causality-analysis finance double-machine-learning
Language:Python 2
tobiasuruali / Causal_MachineLearning
Causal Machine Learning project analyzing and evaluating different Double ML models for estimating treatment effects in observational data.
causal-inference causal-machine-learning double-machine-learning mlr3 r
Language:HTML 1
Tommylee1013 / EconomicCycle
2023학년도 2학기 경기변동론 프로젝트 페이지
double-machine-learning econometrics financial-analysis machine-learning macroeconomics sogang sogang-university causal-machine-learning ensemble-learning ensemble-machine-learning
Language:Python 1
duongkhanhk29 / MOBIL
The full introduction will be released right after the paper is published.
double-machine-learning education gender-equality mobility
Language:HTML 0
syedmfuad / causal_ml
Comparing effectiveness of the most common causal machine learning methods across various treatment effect, model complexities, data dimensions and sample sizes.
causal-forest causal-inference causal-machine-learning causal-models double-machine-learning machine-learning machine-learning-algorithms propensity-score
Language:R 0
dadmehrdi / causal_inference
cause /kôz/ noun 1. a person or thing that gives rise to an action, phenomenon, or condition.
causal-inference double-machine-learning machine-learning
Language:Jupyter Notebook