On the asymptotics of penalized spline smoothing

Xiao Wang; Jinglai Shen; David Ruppert

doi:10.1214/10-ejs593

On the asymptotics of penalized spline smoothing

Electronic Journal of Statistics ◽

10.1214/10-ejs593 ◽

2011 ◽

Vol 5 (0) ◽

pp. 1-17 ◽

Cited By ~ 17

Author(s):

Xiao Wang ◽

Jinglai Shen ◽

David Ruppert

Keyword(s):

Spline Smoothing ◽

Penalized Spline ◽

Penalized Spline Smoothing

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MODEL SELECTION FOR PENALIZED SPLINE SMOOTHING USING AKAIKE INFORMATION CRITERIA

Australian & New Zealand Journal of Statistics ◽

10.1111/j.1467-842x.2007.00473.x ◽

2007 ◽

Vol 49 (2) ◽

pp. 173-190 ◽

Cited By ~ 25

Author(s):

Carrie Wager ◽

Florin Vaida ◽

Göran Kauermann

Keyword(s):

Model Selection ◽

Information Criteria ◽

Spline Smoothing ◽

Akaike Information Criteria ◽

Penalized Spline ◽

Selection For ◽

Penalized Spline Smoothing

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A Note on Penalized Spline Smoothing With Correlated Errors

Journal of the American Statistical Association ◽

10.1198/016214507000000978 ◽

2007 ◽

Vol 102 (480) ◽

pp. 1328-1337 ◽

Cited By ~ 55

Author(s):

Tatyana Krivobokova ◽

Göran Kauermann

Keyword(s):

Spline Smoothing ◽

Correlated Errors ◽

Penalized Spline ◽

Penalized Spline Smoothing

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A Marginal Approach to Reduced-Rank Penalized Spline Smoothing With Application to Multilevel Functional Data

Journal of the American Statistical Association ◽

10.1080/01621459.2013.826134 ◽

2013 ◽

Vol 108 (504) ◽

pp. 1216-1229 ◽

Cited By ~ 8

Author(s):

Huaihou Chen ◽

Yuanjia Wang ◽

Myunghee Cho Paik ◽

H. Alex Choi

Keyword(s):

Functional Data ◽

Spline Smoothing ◽

Reduced Rank ◽

Penalized Spline ◽

Penalized Spline Smoothing

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Penalized spline smoothing in multivariable survival models with varying coefficients

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2004.05.006 ◽

2005 ◽

Vol 49 (1) ◽

pp. 169-186 ◽

Cited By ~ 49

Author(s):

Göran Kauermann

Keyword(s):

Survival Models ◽

Spline Smoothing ◽

Penalized Spline ◽

Varying Coefficients ◽

Penalized Spline Smoothing

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Numerical Discretization-Based Estimation Methods for Ordinary Differential Equation Models via Penalized Spline Smoothing with Applications in Biomedical Research

Biometrics ◽

10.1111/j.1541-0420.2012.01752.x ◽

2012 ◽

Vol 68 (2) ◽

pp. 344-352 ◽

Cited By ~ 17

Author(s):

Hulin Wu ◽

Hongqi Xue ◽

Arun Kumar

Keyword(s):

Differential Equation ◽

Ordinary Differential Equation ◽

Biomedical Research ◽

Estimation Methods ◽

Spline Smoothing ◽

Penalized Spline ◽

Differential Equation Models ◽

Numerical Discretization ◽

Penalized Spline Smoothing

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Baseline correction for Raman spectra using penalized spline smoothing based on vector transformation

Analytical Methods ◽

10.1039/c8ay00914g ◽

2018 ◽

Vol 10 (28) ◽

pp. 3525-3533 ◽

Cited By ~ 6

Author(s):

Yaoyi Cai ◽

Chunhua Yang ◽

Degang Xu ◽

Weihua Gui

Keyword(s):

Raman Spectra ◽

Smoothing Method ◽

Baseline Correction ◽

Spline Smoothing ◽

Penalized Spline ◽

Penalized Spline Smoothing

A penalized spline smoothing method based on vector transformation (VTPspline) method has been proposed for baseline correction of Raman spectra.

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Generalized profiling estimation for global and adaptive penalized spline smoothing

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2008.12.004 ◽

2009 ◽

Vol 53 (7) ◽

pp. 2550-2562 ◽

Cited By ~ 7

Author(s):

Jiguo Cao ◽

James O. Ramsay

Keyword(s):

Spline Smoothing ◽

Penalized Spline ◽

Penalized Spline Smoothing

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Some asymptotic results on generalized penalized spline smoothing

Journal of the Royal Statistical Society Series B (Statistical Methodology) ◽

10.1111/j.1467-9868.2008.00691.x ◽

2009 ◽

Vol 71 (2) ◽

pp. 487-503 ◽

Cited By ~ 65

Author(s):

Göran Kauermann ◽

Tatyana Krivobokova ◽

Ludwig Fahrmeir

Keyword(s):

Spline Smoothing ◽

Asymptotic Results ◽

Penalized Spline ◽

Penalized Spline Smoothing

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A note on smoothing parameter selection for penalized spline smoothing

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2003.09.023 ◽

2005 ◽

Vol 127 (1-2) ◽

pp. 53-69 ◽

Cited By ~ 53

Author(s):

Göran Kauermann

Keyword(s):

Parameter Selection ◽

Smoothing Parameter ◽

Spline Smoothing ◽

Penalized Spline ◽

Smoothing Parameter Selection ◽

Selection For ◽

Penalized Spline Smoothing

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Some Asymptotic Results on Generalized Penalized Spline Smoothing

SSRN Electronic Journal ◽

10.2139/ssrn.1085987 ◽

2007 ◽

Cited By ~ 2

Author(s):

Göran Kauermann ◽

Tatyana Krivobokova ◽

Ludwig Fahrmeir

Keyword(s):

Spline Smoothing ◽

Asymptotic Results ◽

Penalized Spline ◽

Penalized Spline Smoothing

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