Penalized spline estimation in the partially linear model

Ashley D. Holland

doi:10.1016/j.jmva.2016.10.001

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Penalized spline estimation in the partially linear model

Ashley D. Holland

Year: 2016 Journal: Journal of Multivariate Analysis Vol: 153 Pages: 211-235 Publisher: Elsevier BV

DOI: 10.1016/j.jmva.2016.10.001

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Keywords:

Mathematics Estimator Spline (mechanical) Heteroscedasticity Nonparametric statistics Asymptotic distribution Applied mathematics Nonparametric regression Additive model Linear model Semiparametric regression Rate of convergence Statistics Computer science

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Statistical Methods and Inference

Physical Sciences → Mathematics → Statistics and Probability

Statistical Distribution Estimation and Applications

Physical Sciences → Mathematics → Statistics and Probability

Advanced Statistical Methods and Models

Physical Sciences → Mathematics → Statistics and Probability

Penalized spline estimation in the partially linear model

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