AN APPLICATION OF FUNCTIONAL MULTIVARIATE REGRESSION MODEL TO MULTICLASS CLASSIFICATION

Article English OPEN
Krzyśko, Mirosław; Smaga, Łukasz;
(2017)
  • Publisher: Exeley Inc.
  • Journal: Statistics in Transition (issn: 1234-7655, eissn: 2450-0291)
  • Publisher copyright policies & self-archiving
  • Related identifiers: doi: 10.21307/stattrans-2016-079
  • Subject: regression model | functional data analysis | HA1-4737 | multivariate functional data | multi-label classification problem | Statistics
    arxiv: Statistics::Theory | Statistics::Methodology | Statistics::Machine Learning
    acm: ComputingMethodologies_PATTERNRECOGNITION | ComputingMethodologies_SYMBOLICANDALGEBRAICMANIPULATION

In this paper, the scale response functional multivariate regression model is considered. By using the basis functions representation of functional predictors and regression coefficients, this model is rewritten as a multivariate regression model. This representation of... View more
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