Generalized Multilevel Functional-on-Scalar Regression and Principal Component Analysis
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[1] Jeffrey S. Morris,et al. AUTOMATED ANALYSIS OF QUANTITATIVE IMAGE DATA USING ISOMORPHIC FUNCTIONAL MIXED MODELS, WITH APPLICATION TO PROTEOMICS DATA. , 2011, The annals of applied statistics.
[2] Philip T. Reiss,et al. The International Journal of Biostatistics Fast Function-on-Scalar Regression with Penalized Basis Expansions , 2011 .
[3] Ci-Ren Jiang,et al. COVARIATE ADJUSTED FUNCTIONAL PRINCIPAL COMPONENTS ANALYSIS FOR LONGITUDINAL DATA , 2010, 1003.0261.
[4] Christopher M. Bishop,et al. Bayesian PCA , 1998, NIPS.
[5] L. Mâsse,et al. Physical activity in the United States measured by accelerometer. , 2008, Medicine and science in sports and exercise.
[6] I-Min Lee,et al. Patterns of accelerometer-assessed sedentary behavior in older women. , 2013, JAMA.
[7] Jeffrey S. Morris,et al. Wavelet‐based functional mixed models , 2006, Journal of the Royal Statistical Society. Series B, Statistical methodology.
[8] Lawrence K. Saul,et al. A Generalized Linear Model for Principal Component Analysis of Binary Data , 2003, AISTATS.
[9] J. Goldsmith,et al. Assessing systematic effects of stroke on motor control by using hierarchical function‐on‐scalar regression , 2016, Journal of the Royal Statistical Society. Series C, Applied statistics.
[10] Andrew Thomas,et al. The BUGS project: Evolution, critique and future directions , 2009, Statistics in medicine.
[11] Hervé Cardot,et al. Conditional Functional Principal Components Analysis , 2007 .
[12] Donald Geman,et al. Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images , 1984 .
[13] Wensheng Guo,et al. Functional mixed effects models , 2012, Biometrics.
[14] Paul Cuddihy,et al. Maximum Daily 6 Minutes of Activity: An Index of Functional Capacity Derived from Actigraphy and Its Application to Older Adults with Heart Failure , 2010, Journal of the American Geriatrics Society.
[15] Michael E. Tipping,et al. Probabilistic Principal Component Analysis , 1999 .
[16] Evangelos Pappas,et al. A comparison of energy expenditure estimates from the Actiheart and Actical physical activity monitors during low intensity activities, walking, and jogging , 2010, European Journal of Applied Physiology.
[17] B. Silverman,et al. Functional Data Analysis , 1997 .
[18] Stewart G Trost,et al. Conducting accelerometer-based activity assessments in field-based research. , 2005, Medicine and science in sports and exercise.
[19] Kelly R Evenson,et al. Accelerometer use in physical activity: best practices and research recommendations. , 2005, Medicine and science in sports and exercise.
[20] Václav Smídl,et al. On Bayesian principal component analysis , 2007, Comput. Stat. Data Anal..
[21] Martyn Plummer,et al. JAGS: A program for analysis of Bayesian graphical models using Gibbs sampling , 2003 .
[22] Paul H. C. Eilers,et al. Flexible smoothing with B-splines and penalties , 1996 .
[23] C. Crainiceanu,et al. Corrected Confidence Bands for Functional Data Using Principal Components , 2013, Biometrics.
[24] Wensheng Guo. Functional Mixed Effects Models , 2002 .
[25] Ciprian M. Crainiceanu,et al. Bayesian Analysis for Penalized Spline Regression Using WinBUGS , 2005 .
[26] Andrew Gelman,et al. The No-U-turn sampler: adaptively setting path lengths in Hamiltonian Monte Carlo , 2011, J. Mach. Learn. Res..
[27] S. Rubin,et al. Cognitive function, gait speed decline, and comorbidities: the health, aging and body composition study. , 2007, The journals of gerontology. Series A, Biological sciences and medical sciences.
[28] Brian S. Caffo,et al. Multilevel functional principal component analysis , 2009 .
[29] B. Mallick,et al. Bayesian Hierarchical Spatially Correlated Functional Data Analysis with Application to Colon Carcinogenesis , 2008, Biometrics.
[30] P. Hall,et al. Properties of principal component methods for functional and longitudinal data analysis , 2006, math/0608022.
[31] Radford M. Neal. MCMC Using Hamiltonian Dynamics , 2011, 1206.1901.
[32] A. Linde. A Bayesian latent variable approach to functional principal components analysis with binary and count data , 2009 .
[33] R. Mellins,et al. Physical activity and asthma symptoms among New York City Head Start Children. , 2009, The Journal of asthma : official journal of the Association for the Care of Asthma.
[34] F. Scheipl. Additive Mixed Models for Correlated Functional Data , 2012 .
[35] H. Müller,et al. Functional Data Analysis for Sparse Longitudinal Data , 2005 .
[36] J. Rice,et al. Smoothing spline models for the analysis of nested and crossed samples of curves , 1998 .
[37] Angelika van der Linde,et al. Variational Bayesian functional PCA , 2008, Comput. Stat. Data Anal..
[38] M. Wand,et al. Semiparametric Regression: Parametric Regression , 2003 .