Smoothing Parameter Selection Problem in Nonparametric Regression Based on Smoothing Spline: A Simulation Study

Dursun Aydin; M. Seref Tuzemen

doi:10.3923/jas.2012.636.644

Smoothing Parameter Selection Problem in Nonparametric Regression Based on Smoothing Spline: A Simulation Study

Journal of Applied Sciences ◽

10.3923/jas.2012.636.644 ◽

2012 ◽

Vol 12 (7) ◽

pp. 636-644 ◽

Cited By ~ 3

Author(s):

Dursun Aydin ◽

M. Seref Tuzemen

Keyword(s):

Nonparametric Regression ◽

Simulation Study ◽

Parameter Selection ◽

Smoothing Parameter ◽

Selection Problem ◽

Smoothing Spline ◽

Smoothing Parameter Selection

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Smoothing parameter selection method for multiresponse nonparametric regression model using smoothing spline and Kernel estimators approaches

Journal of Physics Conference Series ◽

10.1088/1742-6596/1397/1/012064 ◽

2019 ◽

Vol 1397 ◽

pp. 012064 ◽

Cited By ~ 1

Author(s):

B Lestari ◽

Fatmawati ◽

I N Budiantara ◽

N Chamidah

Keyword(s):

Regression Model ◽

Nonparametric Regression ◽

Selection Method ◽

Parameter Selection ◽

Smoothing Parameter ◽

Smoothing Spline ◽

Kernel Estimators ◽

Nonparametric Regression Model ◽

Smoothing Parameter Selection

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Smoothing parameter selection for smoothing splines: a simulation study

Computational Statistics & Data Analysis ◽

10.1016/s0167-9473(02)00159-7 ◽

2003 ◽

Vol 42 (1-2) ◽

pp. 139-148 ◽

Cited By ~ 44

Author(s):

Thomas C.M. Lee

Keyword(s):

Simulation Study ◽

Smoothing Splines ◽

Parameter Selection ◽

Smoothing Parameter ◽

Smoothing Parameter Selection ◽

Selection For

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Smoothing parameter selection in nonparametric regression using an improved kullback information criterion

Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005. ◽

10.1109/isspa.2005.1581081 ◽

2006 ◽

Author(s):

M. Bekara ◽

B. Hafidi ◽

G. Fleury

Keyword(s):

Nonparametric Regression ◽

Information Criterion ◽

Parameter Selection ◽

Smoothing Parameter ◽

Smoothing Parameter Selection ◽

Kullback Information

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Smoothing parameter selection methods for nonparametric regression with spatially correlated errors

Canadian Journal of Statistics ◽

10.1002/cjs.5550330208 ◽

2005 ◽

Vol 33 (2) ◽

pp. 279-295 ◽

Cited By ~ 26

Author(s):

Mario Francisco-Fernandez ◽

Jean D. Opsomer

Keyword(s):

Nonparametric Regression ◽

Parameter Selection ◽

Smoothing Parameter ◽

Correlated Errors ◽

Selection Methods ◽

Spatially Correlated ◽

Smoothing Parameter Selection ◽

Spatially Correlated Errors

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Gradient-based smoothing parameter selection for nonparametric regression estimation

Journal of Econometrics ◽

10.1016/j.jeconom.2014.09.007 ◽

2015 ◽

Vol 184 (2) ◽

pp. 233-241 ◽

Cited By ~ 11

Author(s):

Daniel J. Henderson ◽

Qi Li ◽

Christopher F. Parmeter ◽

Shuang Yao

Keyword(s):

Nonparametric Regression ◽

Parameter Selection ◽

Smoothing Parameter ◽

Regression Estimation ◽

Nonparametric Regression Estimation ◽

Smoothing Parameter Selection ◽

Gradient Based ◽

Selection For

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Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion

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

10.1111/1467-9868.00125 ◽

1998 ◽

Vol 60 (2) ◽

pp. 271-293 ◽

Cited By ~ 654

Author(s):

Clifford M. Hurvich ◽

Jeffrey S. Simonoff ◽

Chih-Ling Tsai

Keyword(s):

Nonparametric Regression ◽

Akaike Information Criterion ◽

Information Criterion ◽

Parameter Selection ◽

Smoothing Parameter ◽

Smoothing Parameter Selection

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Fast and Stable Multiple Smoothing Parameter Selection in Smoothing Spline Analysis of Variance Models With Large Samples

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2014.926819 ◽

2015 ◽

Vol 24 (3) ◽

pp. 715-732 ◽

Cited By ~ 13

Author(s):

Nathaniel E. Helwig ◽

Ping Ma

Keyword(s):

Analysis Of Variance ◽

Parameter Selection ◽

Smoothing Parameter ◽

Smoothing Spline ◽

Large Samples ◽

Smoothing Parameter Selection

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Smoothing parameter selection in kernel nonparametric regression using bat optimization algorithm

Journal of Physics Conference Series ◽

10.1088/1742-6596/1897/1/012010 ◽

2021 ◽

Vol 1897 (1) ◽

pp. 012010

Author(s):

Marwah Yahya Mustafa ◽

Zakariya Yahya Algamal

Keyword(s):

Nonparametric Regression ◽

Optimization Algorithm ◽

Parameter Selection ◽

Smoothing Parameter ◽

Smoothing Parameter Selection

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Nonparametric regression for functional data: Automatic smoothing parameter selection

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2006.10.001 ◽

2007 ◽

Vol 137 (9) ◽

pp. 2784-2801 ◽

Cited By ~ 85

Author(s):

M. Rachdi ◽

P. Vieu

Keyword(s):

Nonparametric Regression ◽

Functional Data ◽

Parameter Selection ◽

Smoothing Parameter ◽

Smoothing Parameter Selection

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Computation and Smoothing Parameter Selection In Penalized Likelihood Regression

Communications for Statistical Applications and Methods ◽

10.5351/ckss.2005.12.3.743 ◽

2005 ◽

Vol 12 (3) ◽

pp. 743-758

Author(s):

Young-Ju Kim

Keyword(s):

Penalized Likelihood ◽

Parameter Selection ◽

Smoothing Parameter ◽

Smoothing Parameter Selection

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