Journal of Computational and Graphical Statistics, Volume 19, Issue 3 (2010)

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Journal of Computational and Graphical Statistics, Volume 19, Issue 3 (2010)

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Nonparametric Regression and Correlation

Article
Multiscale Exploratory Analysis of Regression Quantiles Using Quantile SiZer
Cheolwoo Park, Thomas C. M. Lee & Jan Hannig
Pages: 497-513
Published online: 01 Jan 2012
AbstractforMultiscale Exploratory Analysis of Regression Quantiles Using Quantile SiZer | PDF (1 MB) | Supplemental
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Article
Combining an Additive and Tree-Based Regression Model Simultaneously: STIMA
Elise Dusseldorp, Claudio Conversano & Bart Jan Van Os
Pages: 514-530
Published online: 01 Jan 2012
AbstractforCombining an Additive and Tree-Based Regression Model Simultaneously: STIMA | PDF (403.9 KB) | Supplemental
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Article
Partial Generalized Additive Models: An Information-Theoretic Approach for Dealing With Concurvity and Selecting Variables
Hong Gu, Toby Kenney & Mu Zhu
Pages: 531-551
Published online: 01 Jan 2012
AbstractforPartial Generalized Additive Models: An Information-Theoretic Approach for Dealing With Concurvity and Selecting Variables | PDF (500.3 KB) | Supplemental
  • 262 Views
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Article
A Nonparametric Approach to Detect Nonlinear Correlation in Gene Expression
Y. Ann Chen, Jonas S. Almeida, Adam J. Richards, Peter Müller, Raymond J. Carroll & Baerbel Rohrer
Pages: 552-568
Published online: 01 Jan 2012
AbstractforA Nonparametric Approach to Detect Nonlinear Correlation in Gene Expression | PDF (3 MB) | Supplemental
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Spline-Based Smoothing

Article
A Locally Adaptive Penalty for Estimation of Functions With Varying Roughness
Curtis B. Storlie, Howard D. Bondell & Brian J. Reich
Pages: 569-589
Published online: 01 Jan 2012
AbstractforA Locally Adaptive Penalty for Estimation of Functions With Varying Roughness | PDF (519.7 KB) | Supplemental
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Article
Semiparametric Latent Variable Models With Bayesian P-Splines
Xin-Yuan Song & Zhao-Hua Lu
Pages: 590-608
Published online: 01 Jan 2012
AbstractforSemiparametric Latent Variable Models With Bayesian P-Splines | PDF (307.5 KB) | Supplemental
  • 447 Views
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Article
S-Estimation for Penalized Regression Splines
Kukatharmini Tharmaratnam, Gerda Claeskens, Christophe Croux & Matias Salibián-Barrera
Pages: 609-625
Published online: 01 Jan 2012
AbstractforS-Estimation for Penalized Regression Splines | PDF (550.9 KB) | Supplemental
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Article
On Bayesian Curve Fitting via Auxiliary Variables
Y. Fan, J.-L. Dortet-Bernadet & S. A. Sisson
Pages: 626-644
Published online: 01 Jan 2012
AbstractforOn Bayesian Curve Fitting via Auxiliary Variables | PDF (584.5 KB) | Supplemental
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EM-Type Algorithms

Article
MM Algorithms for Some Discrete Multivariate Distributions
Hua Zhou & Kenneth Lange
Pages: 645-665
Published online: 01 Jan 2012
AbstractforMM Algorithms for Some Discrete Multivariate Distributions | PDF (558 KB) | Supplemental
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Article
Stable Computation of Maximum Likelihood Estimates in Identity Link Poisson Regression
Ian C. Marschner
Pages: 666-683
Published online: 01 Jan 2012
AbstractforStable Computation of Maximum Likelihood Estimates in Identity Link Poisson Regression | PDF (266.8 KB) | Supplemental
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Article
Missing Observations in Spatial Models: A Spectral EM Algorithm
Javier Fernández-Macho
Pages: 684-701
Published online: 01 Jan 2012
AbstractforMissing Observations in Spatial Models: A Spectral EM Algorithm | PDF (4.6 MB) | Supplemental
  • 140 Views
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Article
Maximum Likelihood Estimation for the Offset-Normal Shape Distributions Using EM
Alfred Kume & Max Welling
Pages: 702-723
Published online: 01 Jan 2012
AbstractforMaximum Likelihood Estimation for the Offset-Normal Shape Distributions Using EM | PDF (320.8 KB) | Supplemental
  • 141 Views
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General

Article
Fixed Rank Filtering for Spatio-Temporal Data
Noel Cressie, Tao Shi & Emily L. Kang
Pages: 724-745
Published online: 01 Jan 2012
AbstractforFixed Rank Filtering for Spatio-Temporal Data | PDF (2.7 MB) | Supplemental
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Article
Multivariate Discrete Hidden Markov Models for Domain-Based Measurements and Assessment of Risk Factors in Child Development
Qiang Zhang, Alison Snow Jones, Frank Rijmen & Edward H. Ip
Pages: 746-765
Published online: 01 Jan 2012
AbstractforMultivariate Discrete Hidden Markov Models for Domain-Based Measurements and Assessment of Risk Factors in Child Development | PDF (531.9 KB) | Supplemental
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Recent Publications

Article
Recent Publications in JSS
Pages: 766-767
Published online: 01 Jan 2012
CitationforRecent Publications in JSS | PDF (39.1 KB)
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