LAUSR

Sparse logistic regression on functional data

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0 Published in 2022 at "Statistics and Its Interface"

DOI: 10.4310/21-sii688

Abstract: Motivated by a hemodialysis monitoring study, we propose a logistic model with a functional predictor, called the Sparse Functional Logistic Regression (SFLR), where the corresponding coefficient function is locally sparse, that is, it is completely… read more here.

Keywords: logistic regression; regression functional; sparse logistic; coefficient function ... See more keywords