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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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12/09/2022
Going beyond richness: Modelling the BEF relationship using species identity, evenness, richness and species interactions via the DImodels R package, and a comparison with trad
BEF studies aim at understanding how ecosystems respond to a gradient of...
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09/06/2022
Profiling Television Watching Behaviour Using Bayesian Hierarchical Joint Models for Time-to-Event and Count Data
Customer churn prediction is a valuable task in many industries. In tele...
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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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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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10/05/2018
