In this paper we contribute to the functional data analysis literature by presenting a scalar-on-function penalized regression model with a multinomial response variable which takes into account possible information given by the phase variability. We also providing a practical application on neuromarketing data.
Latora, S., Augugliaro, L., Mineo, A. (2023). SUPERVISED CLASSIFICATION OF CURVES BY FUNCTIONAL DATA ANALYSIS: AN APPLICATION TO NEUROMARKETING DATA. In CLADAG 2023: BOOK OF ABSTRACTS AND SHORT PAPERS (pp. 540-543).
SUPERVISED CLASSIFICATION OF CURVES BY FUNCTIONAL DATA ANALYSIS: AN APPLICATION TO NEUROMARKETING DATA
Latora Salvatore;Augugliaro Luigi;Mineo Angelo
2023-01-01
Abstract
In this paper we contribute to the functional data analysis literature by presenting a scalar-on-function penalized regression model with a multinomial response variable which takes into account possible information given by the phase variability. We also providing a practical application on neuromarketing data.
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