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Variable selection in infinite dimensional problems
Publisher: Elsevier Science
Year: 2014
Nonparametric variable selection and classification: The CATCH algorithm
Publisher: Elsevier Science
Year: 2014
Plasmode simulation for the evaluation of pharmacoepidemiologic methods in complex healthcare databases
Publisher: Elsevier Science
Year: 2014
Discriminative variable selection for clustering with the sparse Fisher EM algorithm
Publisher: Springer-Verlag
Year: 2014
A Bayesian variable selection procedure to rank overlapping gene sets
Year: 2012
Abstract:
, such as the genes in a given molecular pathway, have been described. In many cases, these methods test one gene set at a time, and therefore do not consider overlaps among the pathways. Here, we present a Bayesian variable selection method to prioritize gene sets...
Calibrating nonconvex penalized regression in ultra high dimension
Publisher: The Institute of Mathematical Statistics
Year: 2013
Application of Bayesian least absolute shrinkage and selection operator (LASSO) and BayesCد€ methods for genomic selection in French Holstein and Montbأ©liarde breeds
Publisher: American Dairy Science Association
Year: 2013
Non monotonic penalizing for the number of structural breaks
Publisher: Springer-Verlag
Year: 2013
An extended variable inclusion and shrinkage algorithm for correlated variables
Publisher: Elsevier Science
Year: 2013
Variable selection and parameter estimation for partially linear models via Dantzig selector
Publisher: Springer
Year: 2013