🌲🌉 Species distribution models with Bayesian additive regression trees
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Sep 14, 2023 - R
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bayesian-additive-regression-trees
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R scripts and data sets to reproduce the results in the paper "Accounting for shared covariates in semi-parametric Bayesian additive regression trees". The Annals of Applied Statistics (to appear).
simulation
generalised-linear-models
bayesian-additive-regression-trees
real-dataset
semi-parametric-regression
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Updated
Sep 11, 2024 - R
R scripts to reproduce the results presented in the paper "Bayesian additive regression trees for genotype by environment interaction models". The Annals of Applied Statistics 17 (3) (2023).
genotype-by-environment
interaction-models
bayesian-additive-regression-trees
bayesian-non-parametrics
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Oct 3, 2023 - 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
The goal of this report was to identify which variable best predicts divorce using decision trees and other ensemble methods. In the data set, Class is the response variable, with 0 = still married and 1 = divorced.
data-science
r
random-forest
statistical-learning
data-analysis
decision-trees
bayesian-statistics
ensemble-methods
bayesian-additive-regression-trees
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Updated
Oct 21, 2023
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