Browsing by Subject "B spline"
Now showing items 1-2 of 2
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2014-01-03BuchA Simultaneous Confidence Corridor for Varying Coefficient Regression with Sparse Functional Data 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 ...
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2011-03-14BuchOracally Efficient Two-Step Estimation of Generalized Additive Model Generalized additive models (GAM) are multivariate nonparametric regressions for non-Gaussian responses including binary and count data. We propose a spline-backfitted kernel (SBK) estimator for the component functions. ...