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We consider a varying coefficient regression model for sparse functional data, with time varying response variable depending linearly on some time independent covariates with coefficients as functions of time dependent covariates. Based on spline smoothing, we propose data driven simultaneous...
Persistent link: https://www.econbiz.de/10010331126
We consider a varying coefficient regression model for sparse functional data, with time varying response variable depending linearly on some time independent covariates with coefficients as functions of time dependent covariates. Based on spline smoothing, we propose data driven simultaneous...
Persistent link: https://www.econbiz.de/10010734528
Generalized additive models (GAM) are multivariate nonparametric regressions for non-Gaussian responses including …
Persistent link: https://www.econbiz.de/10008861891
We consider a varying coefficient regression model for sparse functional data, with time varying response variable depending linearly on some time independent covariates with coefficients as functions of time dependent covariates. Based on spline smoothing, we propose data driven simultaneous...
Persistent link: https://www.econbiz.de/10010225740