Generalized Random Forests
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Nov 15, 2024 - C++
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causal-forest
Here are 9 public repositories matching this topic...
Bilibili vtuber causal inference
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Feb 20, 2024 - HTML
Marketing Analytics project : Promotion email targeting with uplift and causal forest model
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Mar 22, 2020
Replication files for Skinner & Doyle (2021) Do civic returns to higher education differ across subpopulations? An analysis using propensity forests
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Jul 5, 2021 - R
This is a project by Asmir Muminovic and Lukas Kolbe, which was created for the Applied Predictive Analytics class held by the Chair of Information Systems at the Humboldt University of Berlin
causal-inference
causal-models
uplift-modeling
causal-forest
bayesian-additive-regression-trees
profit-maximization
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Sep 30, 2020 - R
A course project for POLS 904 Statistical Computing Foundations
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Jul 17, 2019 - R
Repository for the Bachelor's thesis of Matej Havelka concerning the evaluation of the Causal Forests method for determining the causal effect in Machine learning.
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Jun 19, 2022
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
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Sep 8, 2023 - R
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