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Selection in parametric models via some stepdown procedures

Volume 41 / 2014

Konrad Furmańczyk Applicationes Mathematicae 41 (2014), 81-92 MSC: Primary 62J15, 62F03; Secondary 62J05. DOI: 10.4064/am41-1-7

Abstract

The paper considers the problem of consistent variable selection in parametic models with the use of stepdown multiple hypothesis procedures. Our approach completes the results of Bunea et al. [J. Statist. Plann. Inference 136 (2006)]. A simulation study supports the results obtained.

Authors

  • Konrad FurmańczykDepartment of Applied Mathematics
    Warsaw University of Life Sciences (SGGW)
    Nowoursynowska 159
    02-776 Warszawa, Poland
    e-mail

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