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06/13/2023
simmr: A package for fitting Stable Isotope Mixing Models in R
We introduce an R package for fitting Stable Isotope Mixing Models (SIMM...
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01/09/2023
Bayesian Additive Main Effects and Multiplicative Interaction Models using Tensor Regression for Multi-environmental Trials
We propose a Bayesian tensor regression model to accommodate the effect ...
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06/29/2022
Variational Inference for Additive Main and Multiplicative Interaction Effects Models
In plant breeding the presence of a genotype by environment (GxE) intera...
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04/05/2022
GP-BART: a novel Bayesian additive regression trees approach using Gaussian processes
The Bayesian additive regression trees (BART) model is an ensemble metho...
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08/17/2021
Semi-parametric Bayesian Additive Regression Trees
We propose a new semi-parametric model based on Bayesian Additive Regres...
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07/08/2020
Modelling excess zeros in count data: A new perspective on modelling approaches
We consider models underlying regression analysis of count data in which...
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06/12/2020
Bayesian Additive Regression Trees with Model Trees
Bayesian Additive Regression Trees (BART) is a tree-based machine learni...
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06/16/2019