5 citations · 9 across the 12 of their papers we have counts for
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math.ST2012★ 3 cited
Asymptotics for penalized spline estimators in quantile regression
Takuma Yoshida
Quantile regression predicts the -quantile of the conditional distribution of a response variable given the explanatory variable for . The aim of this paper is to est…
math.ST2012★ 5 cited
Asymptotics for penalized splines in generalized additive models
Takuma Yoshida, Kanta Naito
This paper discusses asymptotic theory for penalized spline estimators in generalized additive models. The purpose of this paper is to establish the asymptotic bias and variance as…
math.ST2012
Semiparametric Penalized Spline Regression
Takuma Yoshida, Kanta Naito
In this paper, we propose a new semiparametric regression estimator by using a hybrid technique of a parametric approach and a nonparametric penalized spline method. The overall sh…