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Theory and Method

Nonparametric Function Estimation for Clustered Data When the Predictor is Measured without/with Error

&
Pages 520-534 | Received 01 Nov 1998, Published online: 17 Feb 2012

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Crossref
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Crossref
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Crossref
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Crossref
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Weiwei Zhang, Gaorong Li & Liugen Xue. (2011) Profile inference on partially linear varying-coefficient errors-in-variables models under restricted condition. Computational Statistics & Data Analysis 55:11, pages 3027-3040.
Crossref
Yehua Li & Tailen Hsing. (2010) Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data. The Annals of Statistics 38:6.
Crossref
LIUGEN XUE. (2010) Empirical Likelihood Local Polynomial Regression Analysis of Clustered Data. Scandinavian Journal of Statistics 37:4, pages 644-663.
Crossref
Pengjie Dai, Zhihua Sun & Peng Wang. (2010) Model checking for general linear error-in-covariables model with validation data. Journal of Systems Science and Complexity 23:6, pages 1153-1166.
Crossref
R. M. Balan, L. Dumitrescu & I. Schiopu-Kratina. (2010) Asymptotically optimal estimating equation with strongly consistent solutions for longitudinal data. Mathematical Methods of Statistics 19:2, pages 93-120.
Crossref
Jinhong You, Xian Zhou & Yong Zhou. (2010) Statistical inference for panel data semiparametric partially linear regression models with heteroscedastic errors. Journal of Multivariate Analysis 101:5, pages 1079-1101.
Crossref
Hans-Georg Müller & Wenjing Yang. (2009) Rejoinder on: dynamic relations for sparsely sampled Gaussian processes. TEST 19:1, pages 60-67.
Crossref
Gaorong Li, Lixing Zhu, Liugen Xue & Sanying Feng. (2010) Empirical likelihood inference in partially linear single-index models for longitudinal data. Journal of Multivariate Analysis 101:3, pages 718-732.
Crossref
Bin Zhou, Jinhong You, Qinfeng Xu & Gemai Chen. (2010) Weighted profile least squares estimation for a panel data varying-coefficient partially linear model. Chinese Annals of Mathematics, Series B 31:2, pages 247-272.
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Sonja Greven, Ciprian Crainiceanu, Brian Caffo & Daniel Reich. (2010) Longitudinal functional principal component analysis. Electronic Journal of Statistics 4:none.
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Elizabeth H. Slate & Dipankar Bandyopadhyay. (2009) An investigation of the MC‐SIMEX method with application to measurement error in periodontal outcomes. Statistics in Medicine 28:28, pages 3523-3538.
Crossref
Wenyang Zhang, Jianqing Fan & Yan Sun. (2009) A semiparametric model for cluster data. The Annals of Statistics 37:5A.
Crossref
Runze Li & Yan Li. (2009) Local linear regression for data with AR errors. Acta Mathematicae Applicatae Sinica, English Series 25:3, pages 427-444.
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WANGLI XU & LIXING ZHU. (2009) Kernel-based Generalized Cross-validation in Non-parametric Mixed-effect Models. Scandinavian Journal of Statistics 36:2, pages 229-247.
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Chong-Zhi Di, Ciprian M. Crainiceanu, Brian S. Caffo & Naresh M. Punjabi. (2009) Multilevel functional principal component analysis. The Annals of Applied Statistics 3:1.
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David Ruppert, M.P. Wand & Raymond J. Carroll. (2009) Semiparametric regression during 2003–2007. Electronic Journal of Statistics 3:none.
Crossref
Tatiyana V. Apanasovich, Raymond J. Carroll & Arnab Maity. (2009) SIMEX and standard error estimation in semiparametric measurement error models. Electronic Journal of Statistics 3:none.
Crossref
Yiguo Sun, Raymond J. Carroll & Dingding Li. 2009. Nonparametric Econometric Methods. Nonparametric Econometric Methods 101 129 .
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Z. Zhu, W. K. Fung & X. He. (2008) On the asymptotics of marginal regression splines with longitudinal data. Biometrika 95:4, pages 907-917.
Crossref
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Crossref
ROBERT L. PAIGE, SHAN SUN & KEYI WANG. (2008) Variance Reduction in Smoothing Splines. Scandinavian Journal of Statistics.
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Li Su & Joseph W. Hogan. (2008) Bayesian semiparametric regression for longitudinal binary processes with missing data. Statistics in Medicine 27:17, pages 3247-3268.
Crossref
Colin O. Wu, Xin Tian & Heejung Bang. (2008) A varying‐coefficient model for the evaluation of time‐varying concomitant intervention effects in longitudinal studies. Statistics in Medicine 27:16, pages 3042-3056.
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Yan Sun, Wenyang Zhang & Howell Tong. (2007) Estimation of the covariance matrix of random effects in longitudinal studies. The Annals of Statistics 35:6.
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Einar Heegaard, Trygve Nilsen & Trygve Nilsen. (2007) Local linear mixed effect models—Model specification and interpretation in a biological context. Journal of Agricultural, Biological, and Environmental Statistics 12:3, pages 414-430.
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Crossref
J. ‐L. Wang. 2005. Encyclopedia of Biostatistics. Encyclopedia of Biostatistics.
Hulin Wu & Hua Liang. (2004) Backfitting Random Varying‐Coefficient Models with Time‐Dependent Smoothing Covariates. Scandinavian Journal of Statistics 31:1, pages 3-19.
Crossref
Heping Zhang. (2016) Mixed effects multivariate adaptive splines model for the analysis of longitudinal and growth curve data. Statistical Methods in Medical Research 13:1, pages 63-82.
Crossref
Raymond J. Carroll & Peter Hall. (2004) Low Order Approximations in Deconvolution and Regression with Errors in Variables. Journal of the Royal Statistical Society Series B: Statistical Methodology 66:1, pages 31-46.
Crossref
Danuta Z. Loesch, Richard M. Huggins & Randi J. Hagerman. (2004) Phenotypic variation and FMRP levels in fragile X. Mental Retardation and Developmental Disabilities Research Reviews 10:1, pages 31-41.
Crossref
Oliver B. Linton, Enno Mammen, Xihong Lin & Raymond J. Carroll. 2004. Proceedings of the Second Seattle Symposium in Biostatistics. Proceedings of the Second Seattle Symposium in Biostatistics 23 33 .
Derick R. Peterson, Hongwei Zhao & Sara Eapen. (2003) Using Local Correlation in Kernel‐Based Smoothers for Dependent Data. Biometrics 59:4, pages 984-991.
Crossref
Fang Yao, Hans-Georg Müller, Andrew J. Clifford, Steven R. Dueker, Jennifer Follett, Yumei Lin, Bruce A. Buchholz & John S. Vogel. (2003) Shrinkage Estimation for Functional Principal Component Scores with Application to the Population Kinetics of Plasma Folate. Biometrics 59:3, pages 676-685.
Crossref
Stefan Lang, Samson B. Adebayo, Ludwig Fahrmeir & Winfried J. Steiner. (2019) Bayesian Geoadditive Seemingly Unrelated Regression. Computational Statistics 18:2, pages 263-292.
Crossref
Heping Zhang. 2003. Nonlinear Estimation and Classification. Nonlinear Estimation and Classification 297 306 .
Wei Pan, John E. Connett, Giovanni C. Porzio & Sanford Weisberg. (2001) Graphical model checking with correlated response data. Statistics in Medicine 20:19, pages 2935-2949.
Crossref
Göran Kauermann. (2000) Modeling Longitudinal Data with Ordinal Response by Varying Coefficients. Biometrics 56:3, pages 692-698.
Crossref

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