Počet záznamů: 1

On exact computation of some statistics based on projection pursuit in a general regression context

  1. 1.
    0364133 - UTIA-B 2012 RIV US eng J - Článek v odborném periodiku
    Šiman, Miroslav
    On exact computation of some statistics based on projection pursuit in a general regression context.
    Communications in Statistics - Simulation and Computation and Communications in Statistics Part B - Simulation and Computation. Roč. 40, č. 6 (2011), s. 948-956 ISSN 0361-0918
    Grant CEP: GA MŠk(CZ) 1M06047
    Výzkumný záměr: CEZ:AV0Z10750506
    Klíčová slova: projection pursuit * projection depth * regression depth * quantile regression * multivariate quantile * exact computation
    Kód oboru RIV: BA - Obecná matematika
    Impakt faktor: 0.387, rok: 2011
    http://library.utia.cas.cz/separaty/2011/SI/siman-0364133.pdf http://library.utia.cas.cz/separaty/2011/SI/siman-0364133.pdf

    It is shown in detail how recent advances in multiple-output and projectional quantile regression open the door to exact computation of many inferential statistics based on projection pursuit. This is also illustrated on a few examples including new regression generalizations of multivariate skewness, kurtosis, and projection depth.
    Trvalý link: http://hdl.handle.net/11104/0199693