Statistica Sinica Preprint No : SS-2017-0505 Title FMEM : Functional Mixed Effects Models for Longitudinal Functional Responses
暂无分享,去创建一个
Jane-Ling Wang | Kehui Chen | Xinchao Luo | Jane-ling Wang | Hong-Tu Zhu | Hongtu Zhu | Kehui Chen | Ying Yuan | Ying Yuan | Hongtu Zhu | Xinchao Luo | Xinchao Luo
[1] P. Basser,et al. Estimation of the effective self-diffusion tensor from the NMR spin echo. , 1994, Journal of magnetic resonance. Series B.
[2] Jeffrey S. Morris,et al. Wavelet‐based functional mixed models , 2006, Journal of the Royal Statistical Society. Series B, Statistical methodology.
[3] Ciprian M Crainiceanu,et al. Multilevel sparse functional principal component analysis , 2014, Stat.
[4] F. Scheipl. Additive Mixed Models for Correlated Functional Data , 2012 .
[5] Jin-Ting Zhang,et al. STATISTICAL INFERENCES FOR LINEAR MODELS WITH FUNCTIONAL RESPONSES , 2011 .
[6] Runze Li,et al. MULTIVARIATE VARYING COEFFICIENT MODEL FOR FUNCTIONAL RESPONSES. , 2012, Annals of statistics.
[7] Arnab Maity,et al. Reduced Rank Mixed Effects Models for Spatially Correlated Hierarchical Functional Data , 2010, Journal of the American Statistical Association.
[8] Jianqing Fan,et al. Local polynomial modelling and its applications , 1994 .
[9] R. Carroll,et al. Semiparametric Regression for Clustered Data Using Generalized Estimating Equations , 2001 .
[10] T. Choi,et al. Gaussian Process Regression Analysis for Functional Data , 2011 .
[11] Brian Caffo,et al. Longitudinal High-Dimensional Principal Components Analysis with Application to Diffusion Tensor Imaging of Multiple Sclerosis. , 2015, The annals of applied statistics.
[12] P. Diggle,et al. Analysis of Longitudinal Data. , 1997 .
[13] Wensheng Guo. Functional Mixed Effects Models , 2002 .
[14] Hassan Sharghi Ghale-Joogh. Statistical inference for Functional data: two sample Behrens-Fisher problem , 2019 .
[15] S. Colcombe,et al. Varying-smoother models for functional responses , 2014, 1412.0778.
[16] Lijian Yang,et al. Simultaneous inference for the mean function based on dense functional data , 2012, Journal of nonparametric statistics.
[17] Brian Caffo,et al. Longitudinal functional principal component analysis. , 2010, Electronic journal of statistics.
[18] Martin Styner,et al. FMEM: Functional mixed effects modeling for the analysis of longitudinal white matter Tract data , 2014, NeuroImage.
[19] S. Lahiri,et al. Significance tests for functional data with complex dependence structure. , 2015, Journal of statistical planning and inference.
[20] Daniel Rueckert,et al. Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data , 2006, NeuroImage.
[21] T. Hsing,et al. Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data , 2010, 1211.2137.
[22] Phil Hoole,et al. Functional linear mixed models for irregularly or sparsely sampled data , 2015, 1508.01686.
[23] Piotr Kokoszka,et al. Inference for Functional Data with Applications , 2012 .
[24] Luo Xiao,et al. Fast covariance estimation for high-dimensional functional data , 2013, Stat. Comput..
[25] Hulin Wu,et al. Local Polynomial Mixed-Effects Models for Longitudinal Data , 2002 .
[26] K. Worsley,et al. Unified univariate and multivariate random field theory , 2004, NeuroImage.
[27] C. Jack,et al. Ways toward an early diagnosis in Alzheimer’s disease: The Alzheimer’s Disease Neuroimaging Initiative (ADNI) , 2005, Alzheimer's & Dementia.
[28] H. Müller,et al. Functional Data Analysis for Sparse Longitudinal Data , 2005 .
[29] Michael R. Kosorok,et al. Bootstraps of sums of independent but not identically distributed stochastic processes , 2003 .
[30] H. Müller,et al. Modeling Repeated Functional Observations , 2012 .
[31] Hongxiao Zhu,et al. Robust, Adaptive Functional Regression in Functional Mixed Model Framework , 2011, Journal of the American Statistical Association.
[32] Brian S. Caffo,et al. Multilevel functional principal component analysis , 2009 .
[33] Jianqing Fan,et al. Statistical Methods with Varying Coefficient Models. , 2008, Statistics and its interface.
[34] Jeffrey S. Morris,et al. Bayesian function‐on‐function regression for multilevel functional data , 2015, Biometrics.