Počet záznamů: 1  

On two flexible methods of 2-dimensional regression analysis

  1. 1.
    0387176 - UTIA-B 2013 RIV CZ eng J - Článek v odborném periodiku
    Volf, Petr
    On two flexible methods of 2-dimensional regression analysis.
    ACC JOURNAL. Roč. 18, č. 4 (2012), s. 154-164. ISSN 1803-9782
    Grant ostatní:GA ČR(CZ) GAP209/10/2045
    Institucionální podpora: RVO:67985556
    Klíčová slova: regression analysis * Gordon surface * prediction error * projection pursuit
    Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
    http://library.utia.cas.cz/separaty/2013/SI/volf-on two flexible methods of 2-dimensional regression analysis.pdf

    The problem of non-parametric statistical modeling of 2-dimensional surfaces from observed data is studied. In general, the model is constructed from a set of basal functions, which means to estimate a number of parameters. We present two approaches allowing reduction of needed parameters, a well known method of projection pursuit and the less known method of Gordon surface. Further, we analyze consequences of sparse data to precision of model and uncertainty of prediction.
    Trvalý link: http://hdl.handle.net/11104/0217949