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02/18/2023
Identify local limiting factors of species distribution using min-linear logistic regression
Logistic regression is a commonly used building block in ecological mode...
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09/09/2022
On the posterior contraction of the multivariate spike-and-slab LASSO
We study the asymptotic properties of the multivariate spike-and-slab LA...
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07/14/2022
Sparse Gaussian chain graphs with the spike-and-slab LASSO: Algorithms and asymptotics
The Gaussian chain graph model simultaneously parametrizes (i) the direc...
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07/29/2021
CARlasso: An R package for the estimation of sparse microbial networks with predictors
Microbiome data analyses require statistical tools that can simultaneous...
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07/02/2021
The Effect of the Prior and the Experimental Design on the Inference of the Precision Matrix in Gaussian Chain Graph Models
Here, we investigate whether (and how) experimental design could aid in ...
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12/15/2020