Adaptive penalized splines for data smoothing
type: Item
instance of: scholarly article
title: Adaptive penalized splines for data smoothing
zbMATH Open document ID: 1466.62223
author: Lianqiang Yang
author: Yongmiao Hong
published in: Computational Statistics and Data Analysis
publication date: 2018-08-14T00:00:00Z
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62G08
zbMATH DE Number: 6917838
zbMATH Keywords: nonparametric regression
zbMATH Keywords: data smoothing
zbMATH Keywords: penalized splines
zbMATH Keywords: adaptivity
zbMATH Keywords: local penalty
describes a project that uses: fda (R)
describes a project that uses: AdaptFitOS
describes a project that uses: SemiPar
describes a project that uses: gss
MaRDI profile type: Publication
full work available at URL: j.csda.2016.10.022
OpenAlex ID: W2546844471
cites work: Group-Lasso on Splines for Spectrum Cartography
cites work: A practical guide to splines
cites work: Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
cites work: Q4252680
cites work: Q3125064
cites work: Multivariate adaptive regression splines
cites work: Q4315271
cites work: Smoothing spline ANOVA models
cites work: The elements of statistical learning. Data mining, inference, and prediction
cites work: Enhancement of spatially adaptive smoothing splines via parameterization of smoothing parameters
cites work: Robust specification of the roughness penalty prior distribution in spatially adaptive Bayesian P-splines models
cites work: $\ell_1$ Trend Filtering
cites work: Component selection and smoothing in multivariate nonparametric regression
cites work: Q3580589
cites work: Locally adaptive regression splines
cites work: Nonparametric Estimation of Relative Risk Using Splines and Cross-Validation
cites work: Spatially adaptive smoothing splines
cites work: Functional data analysis.
cites work: Smoothing by spline functions.
cites work: Semiparametric Regression
cites work: Locally adaptive Bayesian P-splines with a normal-exponential-gamma prior
cites work: Q3745059
cites work: Adaptive piecewise polynomial estimation via trend filtering
cites work: The solution path of the generalized lasso
cites work: Q3996207
cites work: Smoothing splines with varying smoothing parameter
cites work: Direct Simultaneous Inference in Additive Models and Its Application to Model Undernutrition
cites work: Spatially Adaptive Regression Splines and Accurate Knot Selection Schemes
DOI: 10.1016/J.CSDA.2016.10.022
Recommended article: Q3580589
Recommended article: Estimating functions and derivatives via adaptive penalized splines
Recommended article: Generalized profiling estimation for global and adaptive penalized spline smoothing
Recommended article: On the asymptotics of penalized spline smoothing
Recommended article: Estimating curves and derivatives with parametric penalized spline smoothing
Recommended article: Spatially adaptive smoothing splines
Recommended article: Smoothing Parameter Selection in two Frameworks for Penalized Splines
description: scientific article; zbMATH DE number 6917838