메뉴 건너뛰기




Volumn 65, Issue 3, 2009, Pages 772-780

Bayesian hierarchical functional data analysis via contaminated informative priors

Author keywords

Clustering; Functional Dirichlet process; Latent trajectory curves; Mixture model; Nonparametric Bayes

Indexed keywords

DATA HANDLING; DISTRIBUTION FUNCTIONS; HIERARCHICAL SYSTEMS; INFORMATION ANALYSIS;

EID: 70349245263     PISSN: 0006341X     EISSN: 15410420     Source Type: Journal    
DOI: 10.1111/j.1541-0420.2008.01163.x     Document Type: Article
Times cited : (28)

References (26)
  • 1
    • 39849083922 scopus 로고    scopus 로고
    • Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis
    • Baladandayuthapani, V., Mallick, B. K., Hong, M. W., Lupton, J. R., Turner, N. D., and Carroll, R. J. (2008). Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis. Biometrics 64, 64 73.
    • (2008) Biometrics , vol.64 , pp. 64-73
    • Baladandayuthapani, V.1    Mallick, B.K.2    Hong, M.W.3    Lupton, J.R.4    Turner, N.D.5    Carroll, R.J.6
  • 3
    • 34548382745 scopus 로고    scopus 로고
    • Bayesian adaptive regression splines for hierarchical data
    • Bigelow, J. and Dunson, D. B. (2007). Bayesian adaptive regression splines for hierarchical data. Biometrics 63, 724 732.
    • (2007) Biometrics , vol.63 , pp. 724-732
    • Bigelow, J.1    Dunson, D.B.2
  • 4
    • 0032356568 scopus 로고    scopus 로고
    • Smoothing spline models for the analysis of nested and crossed samples of curves
    • Brumback, B. A. and Rice, J. A. (1998). Smoothing spline models for the analysis of nested and crossed samples of curves. Journal of the American Statistical Association 93, 961 976.
    • (1998) Journal of the American Statistical Association , vol.93 , pp. 961-976
    • Brumback, B.A.1    Rice, J.A.2
  • 5
    • 0000904732 scopus 로고    scopus 로고
    • A semi-parametric Bayesian model for randomized block designs
    • Bush, C. A. and MacEachern, S. N. (1996). A semi-parametric Bayesian model for randomized block designs. Biometrika 83, 275 286.
    • (1996) Biometrika , vol.83 , pp. 275-286
    • Bush, C.A.1    MacEachern, S.N.2
  • 6
    • 0019765304 scopus 로고
    • A Bayesian change-point problem with an application to the prediction and detection of ovulation in women
    • Carter, R. L. and Blight, B. J. N. (1981). A Bayesian change-point problem with an application to the prediction and detection of ovulation in women. Biometrics 37, 743 751.
    • (1981) Biometrics , vol.37 , pp. 743-751
    • Carter, R.L.1    Blight, B.J.N.2
  • 7
    • 84937320969 scopus 로고    scopus 로고
    • Daily fecundability: First results from a new data base
    • Colombo, B. and Masarotto, G. (2000). Daily fecundability: First results from a new data base. Demographic Research 3, 5.
    • (2000) Demographic Research , vol.3 , pp. 5
    • Colombo, B.1    Masarotto, G.2
  • 9
    • 13844289348 scopus 로고    scopus 로고
    • Interpretation of the BBT chart: Using the "gap" technique compared to the coverline technique
    • Dunlop, A. L., Schultz, R., and Frank, E. (2005). Interpretation of the BBT chart: Using the "gap" technique compared to the coverline technique. Contraception 71, 188 192.
    • (2005) Contraception , vol.71 , pp. 188-192
    • Dunlop, A.L.1    Schultz, R.2    Frank, E.3
  • 11
    • 0001120413 scopus 로고
    • Bayesian analysis of some nonparametric problems
    • Ferguson, T. S. (1973). Bayesian analysis of some nonparametric problems. Annals of Statistics 1, 209 230.
    • (1973) Annals of Statistics , vol.1 , pp. 209-230
    • Ferguson, T.S.1
  • 12
    • 0000780135 scopus 로고
    • Prior distributions on spaces of probability measures
    • Ferguson, T. S. (1974). Prior distributions on spaces of probability measures. Annals of Statistics 2, 615 629.
    • (1974) Annals of Statistics , vol.2 , pp. 615-629
    • Ferguson, T.S.1
  • 14
    • 33645507298 scopus 로고    scopus 로고
    • A quantitative study of gene regulation involved in the immune response of Anopheline mosquitoes: Bayesian hierarchical clustering of curves
    • Heard, N. A., Holmes, C. C., and Stephens, D. A. (2006). A quantitative study of gene regulation involved in the immune response of Anopheline mosquitoes: Bayesian hierarchical clustering of curves. Journal of the American Statistical Association 101, 18 29.
    • (2006) Journal of the American Statistical Association , vol.101 , pp. 18-29
    • Heard, N.A.1    Holmes, C.C.2    Stephens, D.A.3
  • 16
    • 68149091853 scopus 로고    scopus 로고
    • Nonparametric Bayes kernel-base priors for functional data analysis
    • and. in press.
    • MacLehose, R. F. and Dunson, D. B. (2008). Nonparametric Bayes kernel-base priors for functional data analysis. Statistica Sinica, in press.
    • (2008) Statistica Sinica
    • MacLehose, R.F.1    Dunson, D.B.2
  • 19
    • 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, 573 583.
    • (2003) Journal of the American Statistical Association , vol.98 , pp. 573-583
    • Morris, J.S.1    Vannucci, M.2    Brown, P.J.3    Carroll, R.J.4
  • 21
    • 54949146266 scopus 로고    scopus 로고
    • Bayesian nonparametric functional data analysis through density estimation
    • and. in press.
    • Rodriguez, A., Dunson, D. B., and Gelfand, A. E. (2008). Bayesian nonparametric functional data analysis through density estimation. Biometrika, in press.
    • (2008) Biometrika
    • Rodriguez, A.1    Dunson, D.B.2    Gelfand, A.E.3
  • 22
    • 0019026315 scopus 로고
    • An objective method for detecting the shift in basal body temperature in women
    • Royston, J. P. and Abrams, R. M. (1980). An objective method for detecting the shift in basal body temperature in women. Biometrics 36, 217 224.
    • (1980) Biometrics , vol.36 , pp. 217-224
    • Royston, J.P.1    Abrams, R.M.2
  • 23
    • 0000720609 scopus 로고
    • A constructive definition of Dirichlet priors
    • Sethuraman, J. (1994). A constructive definition of Dirichlet priors. Statistica Sinica 4, 639 650.
    • (1994) Statistica Sinica , vol.4 , pp. 639-650
    • Sethuraman, J.1
  • 25
    • 39849092686 scopus 로고    scopus 로고
    • A Bayesian model for sparse functional data
    • Thompson, W. K. and Rosen, O. (2007). A Bayesian model for sparse functional data. Biometrics 64, 54 63.
    • (2007) Biometrics , vol.64 , pp. 54-63
    • Thompson, W.K.1    Rosen, O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.