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    Variable selection in infinite dimensional problems 

    Type: Journal Paper
    Author : Aneiros, Germán - Vieu, Philippe
    Publisher: Elsevier Science
    Year: 2014

    Nonparametric variable selection and classification: The CATCH algorithm 

    Type: Journal Paper
    Publisher: Elsevier Science
    Year: 2014

    Plasmode simulation for the evaluation of pharmacoepidemiologic methods in complex healthcare databases 

    Type: Journal Paper
    Publisher: Elsevier Science
    Year: 2014

    Discriminative variable selection for clustering with the sparse Fisher EM algorithm 

    Type: Journal Paper
    Author : Bouveyron, C. - Brunet
    Publisher: Springer-Verlag
    Year: 2014

    A Bayesian variable selection procedure to rank overlapping gene sets 

    Type: Journal Paper
    Author : A Skarman; محمد مهدی شریعتی; Luc Janss; L Jiang; P Sorensen; Mohammad Mahdi Shariati
    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 

    Type: Journal Paper
    Author : Wang, Lan - Kim, Yongdai - Li, Runze
    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 

    Type: Journal Paper
    Publisher: American Dairy Science Association
    Year: 2013

    Non monotonic penalizing for the number of structural breaks 

    Type: Journal Paper
    Publisher: Springer-Verlag
    Year: 2013

    An extended variable inclusion and shrinkage algorithm for correlated variables 

    Type: Journal Paper
    Author : Mkhadri, Abdallah - Ouhourane, Mohamed
    Publisher: Elsevier Science
    Year: 2013

    Variable selection and parameter estimation for partially linear models via Dantzig selector 

    Type: Journal Paper
    Author : Li, F. - Lin, L. - Su, Y.
    Publisher: Springer
    Year: 2013
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