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Journal of the American Statistical Association Volume 99, 2004 - Issue 468
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Primary Article

Smoothing Spline Nonlinear Nonparametric Regression Models

Chunlei Ke Chunlei Ke is Statistician, Cardiac Rhythm Management Division, St. Jude Medical, Sylmar, CA 91342 . Yuedong Wang is Professor, Department of Statistics and Applied Probability, University of California, Santa Barbara, CA 93106 . Wang's research was supported by NIH grant R01 GM58533. The authors thank the editor, the associate editor, and two referees for their constructive comments and suggestions that have led to a substantial improvement in the article. The authors also thank Zheng Wang for helpful discussions about term structure of interest rates.
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Yuedong Wang Chunlei Ke is Statistician, Cardiac Rhythm Management Division, St. Jude Medical, Sylmar, CA 91342 . Yuedong Wang is Professor, Department of Statistics and Applied Probability, University of California, Santa Barbara, CA 93106 . Wang's research was supported by NIH grant R01 GM58533. The authors thank the editor, the associate editor, and two referees for their constructive comments and suggestions that have led to a substantial improvement in the article. The authors also thank Zheng Wang for helpful discussions about term structure of interest rates.
Pages 1166-1175 | Published online: 31 Dec 2011

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David McClellan, Mattie J. Casey, Diana Bareyan, Helena Lucente, Christopher Ours, Matthew Velinder, Jason Singer, Mehraju Din Lone, Wenxiang Sun, Yunuen Coria, Clinton C. Mason & Michael E. Engel. (2019) Growth Factor Independence 1B-Mediated Transcriptional Repression and Lineage Allocation Require Lysine-Specific Demethylase 1-Dependent Recruitment of the BHC Complex. Molecular and Cellular Biology 39:13.
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Vadim Kaushanskiy & Victor Lapshin. (2016) A nonparametric method for term structure fitting with automatic smoothing. Applied Economics 48:58, pages 5654-5666.
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Yongho Jeon. (2012) A Characterization of the Log-Density Smoothing Spline ANOVA Model. Communications in Statistics - Theory and Methods 41:12, pages 2081-2087.
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Guangbao Guo & Shaoling Lin. (2010) Schwarz Method for Penalized Quasi-Likelihood in Generalized Additive Models. Communications in Statistics - Theory and Methods 39:10, pages 1847-1854.
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Yuedong Wang & Chunlei Ke. (2009) Smoothing Spline Semiparametric Nonlinear Regression Models. Journal of Computational and Graphical Statistics 18:1, pages 165-183.
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Guangbao Guo. (2008) Schwarz Methods for Quasi-Likelihood in Generalized Linear Models. Communications in Statistics - Simulation and Computation 37:10, pages 2027-2036.
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Articles from other publishers (7)

Grace Wahba & Yuedong Wang. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online 1 19 .
N.E. CarlsonK.W. HortonG.K. Grunwald. (2013) A comparison of methods for analyzing time series of pulsatile hormone data. Statistics in Medicine 32:26, pages 4624-4638.
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Julie Josse & François Husson. (2012) Selecting the number of components in principal component analysis using cross-validation approximations. Computational Statistics & Data Analysis 56:6, pages 1869-1879.
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Yuedong Wang. 2011. Smoothing Splines. Smoothing Splines.
Anna Liu & Yuedong Wang. (2007) Modeling of Hormone Secretion-Generating Mechanisms with Splines: A Pseudo-Likelihood Approach. Biometrics 63:1, pages 201-208.
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Diana M. Sima & Sabine Van Huffel. (2006) Regularized Semiparametric Model Identification with Application to Nuclear Magnetic Resonance Signal Quantification with Unknown Macromolecular Base-Line. Journal of the Royal Statistical Society Series B: Statistical Methodology 68:3, pages 383-409.
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Victor Lapshin & Vadim Ya. Kaushanskiy. (2014) A Nonparametric Method for Term Structure Fitting with Automatic Smoothing. SSRN Electronic Journal.
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