메뉴 건너뛰기




Volumn 23, Issue 1, 2014, Pages 249-269

Functional generalized additive models

Author keywords

Diffusion tensor imaging; Functional data analysis; Functional regression; P spline

Indexed keywords


EID: 84901804822     PISSN: 10618600     EISSN: 15372715     Source Type: Journal    
DOI: 10.1080/10618600.2012.729985     Document Type: Article
Times cited : (143)

References (41)
  • 2
    • 0041459525 scopus 로고    scopus 로고
    • Spline Estimators for the Functional Linear Model
    • [253]
    • Cardot, H., Ferraty, F., and Sarda, P. (2003), "Spline Estimators for the Functional Linear Model, " Statistica Sinica, 13, 571-592. [253]
    • (2003) Statistica Sinica , vol.13 , pp. 571-592
    • Cardot, H.1    Ferraty, F.2    Sarda, P.3
  • 3
    • 65349171811 scopus 로고    scopus 로고
    • Smoothing Splines Estimators for Functional Linear Regression
    • [253]
    • Crambes, C., Kneip, A., and Sarda, P. (2009), "Smoothing Splines Estimators for Functional Linear Regression, " The Annals of Statistics, 37, 35-72. [253]
    • (2009) The Annals of Statistics , vol.37 , pp. 35-72
    • Crambes, C.1    Kneip, A.2    Sarda, P.3
  • 5
    • 25444532788 scopus 로고    scopus 로고
    • Flexible Smoothing With B-Splines and Penalties
    • [251,253]
    • Eilers, P. H. C., and Marx, B. D. (1996), "Flexible Smoothing With B-Splines and Penalties, " Statistical Science, 11, 89-121. [251,253]
    • (1996) Statistical Science , vol.11 , pp. 89-121
    • Eilers, P.H.C.1    Marx, B.D.2
  • 6
    • 0035649015 scopus 로고    scopus 로고
    • Bayesian Inference for Generalized Additive MixedModels Based onMarkov Random Field Priors
    • [267]
    • Fahrmeir, L., and Lang, S. (2001), "Bayesian Inference for Generalized Additive MixedModels Based onMarkov Random Field Priors, " Journal of the Royal Statistical Society, Series C, 50, 201-220. [267]
    • (2001) Journal of the Royal Statistical Society, Series C , vol.50 , pp. 201-220
    • Fahrmeir, L.1    Lang, S.2
  • 7
    • 77953968094 scopus 로고    scopus 로고
    • On the Validity of the Bootstrap in Non-Parametric Functional Regression
    • [267]
    • Ferraty, F., Van Keilegom, I., and Vieu, P. (2010), "On the Validity of the Bootstrap in Non-Parametric Functional Regression, " Scandinavian Journal of Statistics, 37, 286-306. [267]
    • (2010) Scandinavian Journal of Statistics , vol.37 , pp. 286-306
    • Ferraty, F.1    Van Keilegom, I.2    Vieu, P.3
  • 13
    • 0036020889 scopus 로고    scopus 로고
    • Generalized Linear Models With Functional Predictors
    • [250]
    • James, G. (2002), "Generalized Linear Models With Functional Predictors, " Journal of the Royal Statistical Society, Series B, 64, 411-432. [250]
    • (2002) Journal of the Royal Statistical Society, Series B , vol.64 , pp. 411-432
    • James, G.1
  • 15
    • 36749005103 scopus 로고    scopus 로고
    • Joint Models for a Primary Endpoint and Multiple Longitudinal Covariate Processes
    • [251]
    • Li, E., Wang, N., and Wang, N. Y. (2007), "Joint Models for a Primary Endpoint and Multiple Longitudinal Covariate Processes, " Biometrics, 63, 1068-1078. [251]
    • (2007) Biometrics , vol.63 , pp. 1068-1078
    • Li, E.1    Wang, N.2    Wang, N.Y.3
  • 16
    • 84901773814 scopus 로고    scopus 로고
    • Ph.D. thesis, Cornell University. [267]
    • Li, Y. (2011), "Aspects of Penalized Splines, " Ph.D. thesis, Cornell University. [267]
    • (2011) Aspects of Penalized Splines
    • Li, Y.1
  • 17
    • 0033233743 scopus 로고    scopus 로고
    • The Existence and Asymptotic Properties of a Backfitting Projection Algorithm Under Weak Conditions
    • [250]
    • Mammen, E., Linton, O., and Nielsen, J. (1999), "The Existence and Asymptotic Properties of a Backfitting Projection Algorithm Under Weak Conditions, " The Annals of Statistics, 27, 1443-1490. [250]
    • (1999) The Annals of Statistics , vol.27 , pp. 1443-1490
    • Mammen, E.1    Linton, O.2    Nielsen, J.3
  • 18
    • 0032493547 scopus 로고    scopus 로고
    • Direct Generalized Additive Modeling With Penalized Likelihood
    • [251,253,254,257]
    • Marx, B. D., and Eilers, P. H. C. (1998), "Direct Generalized Additive Modeling With Penalized Likelihood, " Computational Statistics and Data Analysis, 28, 193-209. [251,253,254,257]
    • (1998) Computational Statistics and Data Analysis , vol.28 , pp. 193-209
    • Marx, B.D.1    Eilers, P.H.C.2
  • 19
    • 13444257535 scopus 로고    scopus 로고
    • Multidimensional Penalized Signal Regression
    • [255]
    • Marx, B. D., and Eilers, P. H. C. (2005), "Multidimensional Penalized Signal Regression, " Technometrics, 47, 13-22. [255]
    • (2005) Technometrics , vol.47 , pp. 13-22
    • Marx, B.D.1    Eilers, P.H.C.2
  • 22
    • 19744372814 scopus 로고    scopus 로고
    • Generalized Functional Linear Models
    • [250]
    • Müller, H. G., and Stadtmüller, U. (2005), "Generalized Functional Linear Models, " The Annals of Statistics, 33, 774-805. [250]
    • (2005) The Annals of Statistics , vol.33 , pp. 774-805
    • Müller, H.G.1    Stadtmüller, U.2
  • 25
    • 33845606053 scopus 로고
    • Bayesian Confidence Intervals for Smoothing Splines
    • [257]
    • Nychka, D. (1988), "Bayesian Confidence Intervals for Smoothing Splines, " Journal of the American Statistical Association, 83, 1134-1143. [257]
    • (1988) Journal of the American Statistical Association , vol.83 , pp. 1134-1143
    • Nychka, D.1
  • 26
    • 0031531299 scopus 로고    scopus 로고
    • Fitting a Bivariate Additive Model by Local Polynomial Regression
    • [250]
    • Opsomer, J. D., and Ruppert, D. (1997), "Fitting a Bivariate Additive Model by Local Polynomial Regression, " The Annals of Statistics, 25, 186-211. [250]
    • (1997) The Annals of Statistics , vol.25 , pp. 186-211
    • Opsomer, J.D.1    Ruppert, D.2
  • 27
    • 0032390645 scopus 로고    scopus 로고
    • A Fully Automated Bandwidth Selection Method for Fitting Additive Models
    • [250]
    • Opsomer, J. D., and Ruppert, D. (1998), "A Fully Automated Bandwidth Selection Method for Fitting Additive Models, " Journal of the American Statistical Association, 93, 605-619. [250]
    • (1998) Journal of the American Statistical Association , vol.93 , pp. 605-619
    • Opsomer, J.D.1    Ruppert, D.2
  • 28
    • 0033267536 scopus 로고    scopus 로고
    • A Root-n Consistent Backfitting Estimator for Semiparametric Additive Modeling
    • [250]
    • Opsomer, J. D., and Ruppert, D. (1999), "A Root-n Consistent Backfitting Estimator for Semiparametric Additive Modeling, " Journal of Computational and Graphical Statistics, 8, 715-732. [250]
    • (1999) Journal of Computational and Graphical Statistics , vol.8 , pp. 715-732
    • Opsomer, J.D.1    Ruppert, D.2
  • 29
    • 84863304598 scopus 로고    scopus 로고
    • R Development Core Team. Vienna: R Foundation for Statistical Computing. Available at [259]
    • R Development Core Team. (2011), R: A Language and Environment for Statistical Computing, Vienna: R Foundation for Statistical Computing. Available at http://www.R-project.org/. [259]
    • (2011) R: A Language and Environment for Statistical Computing
  • 36
    • 0000939344 scopus 로고
    • Bayesian 'Confidence Intervals' for the Cross-Validated Smoothing Spline
    • [257]
    • Wahba, G. (1983), "Bayesian 'Confidence Intervals' for the Cross-Validated Smoothing Spline, " Journal of the Royal Statistical Society, Series B, 45, 133-150. [257]
    • (1983) Journal of the Royal Statistical Society, Series B , vol.45 , pp. 133-150
    • Wahba, G.1
  • 37
    • 4944226585 scopus 로고    scopus 로고
    • Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models
    • [256]
    • Wood, S. N. (2004), "Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models, " Journal of the American Statistical Association, 99, 673-686. [256]
    • (2004) Journal of the American Statistical Association , vol.99 , pp. 673-686
    • Wood, S.N.1
  • 38
    • 33845633752 scopus 로고    scopus 로고
    • On Confidence Intervals for Generalized Additive Models Based on Penalized Regression Splines
    • [257,262,267]
    • Wood, S. N. (2006a), "On Confidence Intervals for Generalized Additive Models Based on Penalized Regression Splines, " Australian and New Zealand Journal of Statistics, 48, 445-464. [257,262,267]
    • (2006) Australian and New Zealand Journal of Statistics , vol.48 , pp. 445-464
    • Wood, S.N.1
  • 40
    • 78650862532 scopus 로고    scopus 로고
    • Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models
    • [256,267]
    • Wood, S. N. (2011), "Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models, " Journal of the Royal Statistical Society, Series B, 73, 3-36. [256,267]
    • (2011) Journal of the Royal Statistical Society, Series B , vol.73 , pp. 3-36
    • Wood, S.N.1
  • 41
    • 78650085539 scopus 로고    scopus 로고
    • A ReproducingKernel Hilbert Space Approach to Functional Linear Regression
    • [253]
    • Yuan, M., and Cai, T. T. (2010), "A ReproducingKernel Hilbert Space Approach to Functional Linear Regression, " The Annals of Statistics, 38, 3412-3444. [253]
    • (2010) The Annals of Statistics , vol.38 , pp. 3412-3444
    • Yuan, M.1    Cai, T.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.