How to apply Bayesian stochastic search variable selection with multiply imputed data. [PDF]
Psychol MethodsBainter SA, Mao Z, Rao JS.
europepmc +1 more source
A Ranked Sparsity Extension to the Bayesian Information Criterion: A Tool for Selecting Variables from Multiple Data Modalities. [PDF]
Entropy (Basel)Peterson RA +4 more
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Bayesian doubly adaptive elastic-net Lasso for VAR shrinkage
We develop a novel Bayesian doubly adaptive elastic-net Lasso (DAELasso) approach for VAR shrinkage. DAELasso achieves variable selection and coefficient shrinkage in a data-based manner.
Gefang, Deborah
core +1 more source
Unsupervised Feature Selection via Self-Supervised HSIC and Elastic Net Regularization. [PDF]
Entropy (Basel)Chen Y, Wang T, Zou L.
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Change point detection using Bayesian adaptive LASSO quantile regression
Computational StatisticsRanran Chen +4 more
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Adjustment set selection for estimating optimal treatment rules under confounding. [PDF]
Psychol MethodsGalanter N, Shortreed SM, Moodie EEM.
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C1QB-Mediated Immunopathology in a Murine Malaria Model: A Multi-Omics Validation for Diagnostic and Therapeutic Targeting. [PDF]
Int J Mol SciXie Y +8 more
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Genomic Selection for Milk Yield and Milk Composition Traits in Dairy Goats Using Machine Learning and Prior-Information Models. [PDF]
Animals (Basel)Zhao J +4 more
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B-MASTER: scalable Bayesian multivariate regression for master predictor discovery in colorectal cancer microbiome-metabolite profiles. [PDF]
BioinformaticsDas P +3 more
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From linear models to deep learning: statistical advances in genomic selection for animal breeding. [PDF]
J Anim Sci BiotechnolZhang L +8 more
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