Switching nonparametric regression models for multi-curve data

De Souza, CPE; Heckman, NE; Xu, F

De Souza, CPE (reprint author), Univ British Columbia, Dept Pathol & Lab Med, Vancouver, BC, Canada.; De Souza, CPE (reprint author), BC Canc Agcy, Dept Mol Oncol, Vancouver, BC, Canada.

CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2017; 45 (4): 442

Abstract

We develop and apply an approach for analyzing multi-curve data where each curve is driven by a latent state process. The state at any particular poin......

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