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Volumn 16, Issue 3, 2015, Pages 413-426

Incorporating covariates in skewed functional data models

Author keywords

Covariate modeling; Diffusion tensor imaging; Functional principal component analysis; Gaussian copula; Quantile estimation; Skewed function.

Indexed keywords

BIOSTATISTICS; CASE CONTROL STUDY; COMPUTER SIMULATION; DIFFUSION TENSOR IMAGING; HUMAN; MULTIPLE SCLEROSIS; MULTIVARIATE ANALYSIS; NORMAL DISTRIBUTION; PRINCIPAL COMPONENT ANALYSIS; SOFTWARE; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA;

EID: 84936757074     PISSN: 14654644     EISSN: 14684357     Source Type: Journal    
DOI: 10.1093/biostatistics/kxu055     Document Type: Article
Times cited : (9)

References (28)
  • 2
    • 45049088359 scopus 로고    scopus 로고
    • The centred parametrization for the multivariate skew-normal distribution
    • ARELLANO-VALLE, R. B. AND AZZALINI, A. (2008). The centred parametrization for the multivariate skew-normal distribution. Journal of Multivariate Analysis 99(7), 1362-1382
    • (2008) Journal of Multivariate Analysis , vol.99 , Issue.7 , pp. 1362-1382
    • Arellano-Valle, R.B.1    Azzalini, A.2
  • 3
    • 0001036819 scopus 로고
    • A class of distributions which includes the normal ones
    • AZZALINI, A. (1985). A class of distributions which includes the normal ones. Scandinavian Journal of Statistics 12, 171-178
    • (1985) Scandinavian Journal of Statistics , vol.12 , pp. 171-178
    • Azzalini, A.1
  • 5
    • 34547277358 scopus 로고    scopus 로고
    • Conditional functional principal components analysis
    • CARDOT, H. (2007). Conditional functional principal components analysis. Scandinavian Journal of Statistics 34, 317-335
    • (2007) Scandinavian Journal of Statistics , vol.34 , pp. 317-335
    • Cardot, H.1
  • 8
    • 0004083492 scopus 로고    scopus 로고
    • Duxbury Advanced Series. Brooks, Cole-Thomson Learning
    • DURRETT, R. (2005). Probability: Theory and Examples. Duxbury Advanced Series. Brooks, Cole-Thomson Learning
    • (2005) Probability: Theory and Examples
    • Durrett, R.1
  • 10
    • 84900855077 scopus 로고    scopus 로고
    • Variable selection in generalized functional linear models
    • GERTHEISS, J., MAITY, A. AND STAICU, A.-M. (2013). Variable selection in generalized functional linear models. Statistics. 2, 86-101
    • (2013) Statistics , vol.2 , pp. 86-101
    • Gertheiss, J.1    Maity, A.2    Staicu, A.-M.3
  • 12
    • 0033412156 scopus 로고    scopus 로고
    • COBS: Qualitatively constrained smoothing via linear programming
    • HE, X. AND NG, P. (1999). COBS: qualitatively constrained smoothing via linear programming. Computational Statistics 14, 315-338
    • (1999) Computational Statistics , vol.14 , pp. 315-338
    • He, X.1    Ng, P.2
  • 13
    • 77649322081 scopus 로고    scopus 로고
    • Covariate adjusted functional principal components analysis for longitudinal data
    • JIANG, C.-R. AND WANG, J.-L. (2010). Covariate adjusted functional principal components analysis for longitudinal data. The Annals of Statistics 38, 1194-1226
    • (2010) The Annals of Statistics , vol.38 , pp. 1194-1226
    • Jiang, C.-R.1    Wang, J.-L.2
  • 14
    • 79551584533 scopus 로고    scopus 로고
    • Functional single index models for longitudinal data
    • JIANG, C.-R. AND WANG, J.-L. (2011). Functional single index models for longitudinal data. The Annals of Statistics 39, 362-388
    • (2011) The Annals of Statistics , vol.39 , pp. 362-388
    • Jiang, C.-R.1    Wang, J.-L.2
  • 15
    • 0001462696 scopus 로고
    • Asymptotic optimality for Cp, CL , cross-validation and generalized cross-validation: Discrete index set
    • LI, K. C. (1987). Asymptotic optimality for Cp, CL , cross-validation and generalized cross-validation: discrete index set. The Annals of Statistics 15, 958-975
    • (1987) The Annals of Statistics , vol.15 , pp. 958-975
    • Li, K.C.1
  • 21
    • 0012891890 scopus 로고    scopus 로고
    • Cambridge Series in Statistical and Probabilistic Mathematics. Cambridge University Press
    • RUPPERT, D., WAND, P. AND CARROLL, R. J. (2003). Semiparametric Regression. Cambridge Series in Statistical and Probabilistic Mathematics. Cambridge University Press
    • (2003) Semiparametric Regression
    • Ruppert, D.1    Wand, P.2    Carroll, R.J.3
  • 22
    • 84890313877 scopus 로고    scopus 로고
    • Multilevel cross-dependent binary longitudinal data
    • SERBAN, N., STAICU, A.-M. AND CARROLL, J. R. (2013). Multilevel cross-dependent binary longitudinal data. Biometrics 69(4), 903-913
    • (2013) Biometrics , vol.69 , Issue.4 , pp. 903-913
    • Serban, N.1    Staicu, A.-M.2    Carroll, J.R.3
  • 23
    • 77956887130 scopus 로고
    • An optimal selection of regression variables
    • SHIBATA, R. (1981). An optimal selection of regression variables. Biometrika 68, 45-54
    • (1981) Biometrika , vol.68 , pp. 45-54
    • Shibata, R.1
  • 24
    • 0000795592 scopus 로고
    • Publications of the Institute of Statistics of the University of Paris
    • SKLAR, A. (1959). Fonctions de repartition a n dimensions et leurs marges. Publications of the Institute of Statistics of the University of Paris 8, 229-231
    • (1959) Fonctions de Repartition A N Dimensions et Leurs Marges , vol.8 , pp. 229-231
    • Sklar, A.1
  • 25
    • 84862843745 scopus 로고    scopus 로고
    • Modeling functional data with spatially heterogeneous shape characteristics
    • STAICU, A.-M., CRAINICEANU, C. M., REICH, D. S. AND RUPPERT, D. (2012). Modeling functional data with spatially heterogeneous shape characteristics. Biometrics 68, 331-343
    • (2012) Biometrics , vol.68 , pp. 331-343
    • Staicu, A.-M.1    Crainiceanu, C.M.2    Reich, D.S.3    Ruppert, D.4
  • 26
    • 51049105722 scopus 로고    scopus 로고
    • Effect of mean on variance function estimation in nonparametric regression
    • WANG, L., BROWN, L. D., CAI, T. T. AND LEVINE, M. (2008). Effect of mean on variance function estimation in nonparametric regression. The Annals of Statistics 36, 646-664
    • (2008) The Annals of Statistics , vol.36 , pp. 646-664
    • Wang, L.1    Brown, L.D.2    Cai, T.T.3    Levine, M.4
  • 27
    • 78650862532 scopus 로고    scopus 로고
    • Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models
    • WOOD, S. N. (2011). Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. Journal of the Royal Statistical Society. B 73, 3-36
    • (2011) Journal of the Royal Statistical Society. B , vol.73 , pp. 3-36
    • Wood, S.N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.