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Statistica Sinica, 2020
Summary: We propose a semiparametric functional single-index model for studying the relationship between a univariate response and multiple functional covariates. The parametric part of the model integrates a functional linear regression model and a sufficient dimension-reduction structure.
Jiang, Fei +3 more
openaire +2 more sources

A partitioned Single Functional Index Model

Computational Statistics, 2014
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
GOIA, Aldo, Vieu, Philippe
openaire +5 more sources

On Single-Index Coefficient Regression Models

Journal of the American Statistical Association, 1999
W K Li
exaly +2 more sources

single-index model
nonparametric regression and quantile regression
fos: computer and information sciences

asymptotic properties of nonparametric inference
nonparametric estimation
330

single-index models
optimal portfolio
fos: mathematics