메뉴 건너뛰기




Volumn 81, Issue 8, 2011, Pages 1056-1062

Sparse variational analysis of linear mixed models for large data sets

Author keywords

Mixed effects model; Shrinkage estimation; Variational approximations

Indexed keywords


EID: 79956201651     PISSN: 01677152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.spl.2011.02.029     Document Type: Article
Times cited : (10)

References (23)
  • 2
    • 79956218795 scopus 로고    scopus 로고
    • Variational bridge regression. In: JMLR: W&CP.
    • Armagan, A., 2009. Variational bridge regression. In: JMLR: W&CP, vol. 5, pp. 17-24.
    • (2009) , vol.5 , pp. 17-24
    • Armagan, A.1
  • 4
    • 0347994096 scopus 로고    scopus 로고
    • Random effects selection in linear mixed models
    • Chen Z., Dunson D.B. Random effects selection in linear mixed models. Biometrics 2003, 59(4):762-769.
    • (2003) Biometrics , vol.59 , Issue.4 , pp. 762-769
    • Chen, Z.1    Dunson, D.B.2
  • 8
    • 37249017545 scopus 로고    scopus 로고
    • Bayesian parsimonious covariance estimation for hierarchical linear mixed models
    • Frühwirth-Schnatter S., Tüchler R. Bayesian parsimonious covariance estimation for hierarchical linear mixed models. Statistics and Computing 2008, 18(1):1-13.
    • (2008) Statistics and Computing , vol.18 , Issue.1 , pp. 1-13
    • Frühwirth-Schnatter, S.1    Tüchler, R.2
  • 9
    • 84867086419 scopus 로고    scopus 로고
    • Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)
    • Gelman A. Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper). Bayesian Analysis 2006, 1(3):515-534.
    • (2006) Bayesian Analysis , vol.1 , Issue.3 , pp. 515-534
    • Gelman, A.1
  • 10
    • 0031526204 scopus 로고    scopus 로고
    • Approaches for Bayesian variable selection
    • George E., McCulloch R. Approaches for Bayesian variable selection. Statistica Sinica 1997, 7:339-373.
    • (1997) Statistica Sinica , vol.7 , pp. 339-373
    • George, E.1    McCulloch, R.2
  • 11
    • 79956220667 scopus 로고    scopus 로고
    • Sampling for Bayesian computation with large datasets. Technical Report. Department of Statistics, Columbia University.
    • Huang, Z., Gelman, A., 2008. Sampling for Bayesian computation with large datasets. Technical Report. Department of Statistics, Columbia University, vol. 7, pp. 339-373.
    • (2008) , vol.7 , pp. 339-373
    • Huang, Z.1    Gelman, A.2
  • 12
    • 0042685161 scopus 로고    scopus 로고
    • Bayesian parameter estimation via variational methods
    • Jaakkola T.S., Jordan M.I. Bayesian parameter estimation via variational methods. Statistics and Computing 2000, 10(1):25-37.
    • (2000) Statistics and Computing , vol.10 , Issue.1 , pp. 25-37
    • Jaakkola, T.S.1    Jordan, M.I.2
  • 14
    • 34548381836 scopus 로고    scopus 로고
    • Fixed and random effects selection in linear and logistic models
    • Kinney S.K., Dunson D.B. Fixed and random effects selection in linear and logistic models. Biometrics 2007, 63(3):690-698.
    • (2007) Biometrics , vol.63 , Issue.3 , pp. 690-698
    • Kinney, S.K.1    Dunson, D.B.2
  • 15
    • 0020333131 scopus 로고
    • Random-effects models for longitudinal data
    • Laird N.M., Ware J.H. Random-effects models for longitudinal data. Biometrics 1982, 38(4):963-974.
    • (1982) Biometrics , vol.38 , Issue.4 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 16
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang K.-Y., Zeger S.L. Longitudinal data analysis using generalized linear models. Biometrika 1986, 73(1):13-22.
    • (1986) Biometrika , vol.73 , Issue.1 , pp. 13-22
    • Liang, K.-Y.1    Zeger, S.L.2
  • 18
    • 34848816202 scopus 로고    scopus 로고
    • Fitting semiparametric random effects models to large data sets
    • Pennell M.L., Dunson D.B. Fitting semiparametric random effects models to large data sets. Biostatistics 2007, 8(4):821-834.
    • (2007) Biostatistics , vol.8 , Issue.4 , pp. 821-834
    • Pennell, M.L.1    Dunson, D.B.2
  • 19
  • 21
    • 84950871099 scopus 로고
    • Accurate approximations for posterior moments and marginal densities
    • Tierney L., Kadane J.B. Accurate approximations for posterior moments and marginal densities. Journal of the American Statistical Association 1986, 81(393):82-86.
    • (1986) Journal of the American Statistical Association , vol.81 , Issue.393 , pp. 82-86
    • Tierney, L.1    Kadane, J.B.2
  • 22
    • 0001224048 scopus 로고    scopus 로고
    • Sparse Bayesian learning and the relevance vector machine
    • Tipping M.E. Sparse Bayesian learning and the relevance vector machine. Journal of Machine Learning Research 2001, 1.
    • (2001) Journal of Machine Learning Research , vol.1
    • Tipping, M.E.1
  • 23
    • 0039713775 scopus 로고
    • On scale mixtures of normal distributions
    • West M. On scale mixtures of normal distributions. Biometrika 1987, 74(3):646-648.
    • (1987) Biometrika , vol.74 , Issue.3 , pp. 646-648
    • West, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.