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Volumn 12, Issue 2, 2011, Pages 341-353

Functional mixture regression

Author keywords

Dimensional reduction; Eigenfunction; Functional data; Functional linear model; Functional principal components; Mixture regression; Smoothing

Indexed keywords

ADOLESCENT; ALGORITHM; ANIMAL; ARTICLE; BODY HEIGHT; CHILD; COMPUTER SIMULATION; EGG LAYING; FEMALE; FERTILITY; GROWTH; HUMAN; INFANT; LONGEVITY; MALE; MEDITERRANEAN FRUIT FLY; PHYSIOLOGY; PRESCHOOL CHILD; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS; SEXUAL DEVELOPMENT; STATISTICAL MODEL;

EID: 79953142182     PISSN: 14654644     EISSN: 14684357     Source Type: Journal    
DOI: 10.1093/biostatistics/kxq067     Document Type: Article
Times cited : (36)

References (29)
  • 1
    • 33847349358 scopus 로고    scopus 로고
    • Prediction in functional linear regression
    • CAI, T. AND HALL, P. (2006). Prediction in functional linear regression. The Annals of Statistics 34, 2159-2179.
    • (2006) The Annals of Statistics , vol.34 , pp. 2159-2179
    • Cai, T.1    Hall, P.2
  • 3
    • 0041459525 scopus 로고    scopus 로고
    • Spline estimators for the functional linear model
    • CARDOT, H., FERRATY, F. AND SARDA, P. (2003). Spline estimators for the functional linear model. Statistica Sinica 13, 571-591. (Pubitemid 37155842)
    • (2003) Statistica Sinica , vol.13 , Issue.3 , pp. 571-591
    • Cardot, H.1    Ferraty, F.2    Sarda, P.3
  • 5
    • 0022806525 scopus 로고
    • PRINCIPAL MODES OF VARIATION FOR PROCESSES WITH CONTINUOUS SAMPLE CURVES
    • CASTRO, P. E., LAWTON, W. H. AND SYLVESTRE, E. A. (1986). Principal modes of variation for processes with continuous sample curves. Technometrics 28, 329-337. (Pubitemid 17476787)
    • (1986) Technometrics , vol.28 , Issue.4 , pp. 329-337
    • Castro, P.E.1    Lawton, W.H.2    Sylvestre, E.A.3
  • 6
    • 0001237218 scopus 로고
    • A maximum likelihood methodology for clusterwise linear regression
    • DESARBO, W. AND CRON, W. (1988). A maximum likelihood methodology for clusterwise linear regression. Journal of Classifcation 5, 249-282.
    • (1988) Journal of Classifcation , vol.5 , pp. 249-282
    • Desarbo, W.1    Cron, W.2
  • 8
    • 0034355052 scopus 로고    scopus 로고
    • Two-step estimation of functional linear models with applications to longitudinal data
    • FAN, J. AND ZHANG, J. T. (2000). Two-step estimation of functional linear models with applications to longitudinal data. Journal of the Royal Statistical Society, Series B 62, 303-322.
    • (2000) Journal of the Royal Statistical Society, Series B , vol.62 , pp. 303-322
    • Fan, J.1    Zhang, J.T.2
  • 9
  • 11
    • 0021217168 scopus 로고
    • Velocity and acceleration of height growth using kernel estimation
    • GASSER, T., KÖHLER, W., MÜLLER, H. G., KNEIP, A., LARGO, R., MOLINARI, L. AND PRADER, A. (1984). Velocity and acceleration of height growth using kernel estimation. Annals of Human Biology 11, 397-411. (Pubitemid 14037587)
    • (1984) Annals of Human Biology , vol.11 , Issue.5 , pp. 397-411
    • Gasser, T.1    Kohler, W.2    Muller, H.G.3
  • 12
    • 35348874516 scopus 로고    scopus 로고
    • Methodology and convergence rates for functional linear regression
    • HALL, P. AND HOROWITZ, J. L. (2007). Methodology and convergence rates for functional linear regression. The Annals of Statistics 35, 70-91.
    • (2007) The Annals of Statistics , vol.35 , pp. 70-91
    • Hall, P.1    Horowitz, J.L.2
  • 13
    • 0034340248 scopus 로고    scopus 로고
    • Identifiability of Models for Clusterwise Linear Regression
    • DOI 10.1007/s003570000022
    • HENNIG, C. (2000). Identifability of models for clusterwise linear regression. Journal of Classifcation 17, 273-296. (Pubitemid 33229126)
    • (2000) Journal of Classification , vol.17 , Issue.2 , pp. 273-296
    • Hennig, C.1
  • 14
    • 0035470890 scopus 로고    scopus 로고
    • Consistent estimation of mixture complexity
    • DOI 10.1214/aos/1013203454
    • JAMES, L. F., PRIEBE, C. E. AND MARCHETTE, D. J. (2001). Consistent estimation of mixture complexity. The Annals of Statistics 29, 1281-1296. (Pubitemid 33405975)
    • (2001) Annals of Statistics , vol.29 , Issue.5 , pp. 1281-1296
    • James, L.F.1    Priebe, C.E.2    Marchette, D.J.3
  • 15
    • 0043245795 scopus 로고    scopus 로고
    • Clustering for sparsely sampled functional data
    • DOI 10.1198/016214503000189
    • JAMES, G. AND SUGAR, C. A. (2003). Clustering for sparsely sampled functional data. Journal of the Royal Statistical Society, Series B 98, 397-408. (Pubitemid 36931563)
    • (2003) Journal of the American Statistical Association , vol.98 , Issue.462 , pp. 397-408
    • James, G.M.1    Sugar, C.A.2
  • 16
    • 0033248628 scopus 로고    scopus 로고
    • Hierarchical mixtures-of-experts for exponential family regression models: Approximation and maximum likelihood estimation
    • JIANG, W. AND TANNER, M. A. (1999). Hierarchical mixtures-of-experts for exponential family regression models: approximation and maximum likelihood estimation. Annals of Statistics 27, 987-1011.
    • (1999) Annals of Statistics , vol.27 , pp. 987-1011
    • Jiang, W.1    Tanner, M.A.2
  • 17
    • 0037339264 scopus 로고    scopus 로고
    • Clustering of temporal gene expression data using a mixed-effects model with b-splines
    • LUAN, Y. H. AND LI, H. Z. (2003). Clustering of temporal gene expression data using a mixed-effects model with b-splines. Bioinformatics 19, 474-482.
    • (2003) Bioinformatics , vol.19 , pp. 474-482
    • Luan, Y.H.1    Z, L.I.H.2
  • 18
    • 0242679450 scopus 로고    scopus 로고
    • Wavelet-based nonparametric modeling of hierarchical functions in colon carcinogenesis (with discussion
    • MORRIS, J. S., VANNUCCI, M., BROWN, P. J. AND CARROLL, R. J. (2003). Wavelet-based nonparametric modeling of hierarchical functions in colon carcinogenesis (with discussion). Journal of the American Statistical Association 98, 573-594.
    • (2003) Journal of the American Statistical Association , vol.98 , pp. 573-594
    • Morris, J.S.1    Vannucci, M.2    Brown, P.J.3    Carroll, R.J.4
  • 19
  • 20
    • 19744368468 scopus 로고    scopus 로고
    • Time-varying functional regression for predicting remaining lifetime distributions from longitudinal trajectories
    • DOI 10.1111/j.1541-0420.2005.00378.x
    • MÜ LLER, H. G. AND ZHANG, Y. (2005). Time-varying functional regression for predicting remaining lifetime distributions from longitudinal trajectories. Biometrics 61, 1064-1075. (Pubitemid 43906914)
    • (2005) Biometrics , vol.61 , Issue.4 , pp. 1064-1075
    • Muller, H.-G.1    Zhang, Y.2
  • 21
    • 36849154052 scopus 로고
    • Evolutionary biology: Cost of reproduction
    • PARTRIDGE, L. AND HARVEY, P. H. (1985). Evolutionary biology: cost of reproduction. Nature 316, 20-21.
    • (1985) Nature , vol.316 , pp. 20-21
    • Partridge, L.1    Harvey, P.H.2
  • 22
    • 0029367874 scopus 로고
    • Comparisons of heights acceleration curves in the Fels, Zurich and Berkeley growth data
    • RAMSAY, J. O., BOCK, R. D. AND GASSER, T. (1995). Comparisons of heights acceleration curves in the Fels, Zurich and Berkeley growth data. Annals of Human Biology 22, 413-426.
    • (1995) Annals of Human Biology , vol.22 , pp. 413-426
    • Ramsay, J.O.1    Bock, R.D.2    Gasser, T.3
  • 24
    • 0001597980 scopus 로고
    • Estimating the mean and covariance structure nonparametrically when the data are curves
    • RICE, J. AND SILVERMAN, B. W. (1991). Estimating the mean and covariance structure nonparametrically when the data are curves. Journal of the Royal Statistical Society, Series B 53, 233-243.
    • (1991) Journal of the Royal Statistical Society, Series B , vol.53 , pp. 233-243
    • Rice, J.1    Silverman, B.W.2
  • 26
    • 34249753047 scopus 로고
    • A mixture likelihood approach for generalized linear models
    • WEDEL, M. AND DESARBO, W. (1995). A mixture likelihood approach for generalized linear models. Journal of Classifcation 12, 21-55.
    • (1995) Journal of Classifcation , vol.12 , pp. 21-55
    • Wedel, M.1    Desarbo, W.2
  • 27
    • 0032585574 scopus 로고    scopus 로고
    • Human longevity at the cost of reproductive success
    • WESTENDORP, R. G. J. AND KIRKWOOD, T. B. L. (1999). Human longevity at the cost of reproductive success. Nature 396, 743-746.
    • (1999) Nature , vol.396 , pp. 743-746
    • Westendorp, R.G.J.1    Kirkwood, T.B.L.2
  • 29
    • 19744375466 scopus 로고    scopus 로고
    • Functional data analysis for sparse longitudinal data
    • DOI 10.1198/016214504000001745
    • YAO, F., MÜ LLER, H. G. AND WANG, J. L. (2005). Functional data analysis for sparse longitudinal data. Journal of the American Statistical Association 100, 577-590. (Pubitemid 40816595)
    • (2005) Journal of the American Statistical Association , vol.100 , Issue.470 , pp. 577-590
    • Yao, F.1    Muller, H.-G.2    Wang, J.-L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.