메뉴 건너뛰기




Volumn 62, Issue 1, 2000, Pages 77-87

Latent variable models with mixed continuous and polytomous data

Author keywords

Gibbs sampler; Latent variable; Maximum likelihood; Monte Carlo EM algorithm; Polytomous data; Thresholds

Indexed keywords


EID: 0034364839     PISSN: 13697412     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-9868.00220     Document Type: Article
Times cited : (93)

References (29)
  • 1
    • 84916537550 scopus 로고
    • Bayesian analysis of binary and polychotomous response data
    • Albert, J. H. and Chib, S. (1993) Bayesian analysis of binary and polychotomous response data. J. Am. Statist. Ass., 88, 669-679.
    • (1993) J. Am. Statist. Ass. , vol.88 , pp. 669-679
    • Albert, J.H.1    Chib, S.2
  • 3
    • 0000568746 scopus 로고
    • Some contributions to efficient statistics for structural models: Specification and estimation of moment structures
    • Bentler, P. M. (1983) Some contributions to efficient statistics for structural models: specification and estimation of moment structures. Psychometrika, 48, 493-517.
    • (1983) Psychometrika , vol.48 , pp. 493-517
    • Bentler, P.M.1
  • 5
    • 0141852153 scopus 로고
    • Linear structural equations with latent variables
    • Bentler, P. M. and Weeks, D. G. (1980) Linear structural equations with latent variables. Psychometrika, 45, 289-308.
    • (1980) Psychometrika , vol.45 , pp. 289-308
    • Bentler, P.M.1    Weeks, D.G.2
  • 6
    • 85004870441 scopus 로고
    • Asymptotically distribution-free methods in the analysis of covariance structure
    • Browne, M. W. (1984) Asymptotically distribution-free methods in the analysis of covariance structure. Br. J. Math. Statist. Psychol., 37, 62-83.
    • (1984) Br. J. Math. Statist. Psychol. , vol.37 , pp. 62-83
    • Browne, M.W.1
  • 7
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • Dempster, A. P., Laird, N. M. and Rubin, D. B. (1977) Maximum likelihood from incomplete data via the EM algorithm (with discussion). J. R. Statist. Soc. B, 39, 1-38.
    • (1977) J. R. Statist. Soc. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 9
    • 0001582213 scopus 로고    scopus 로고
    • Inference and monitoring convergence
    • (eds W. R. Gilks, S. Richardson and D. J. Spiegelhalter). London: Chapman and Hall
    • Gelman, A. (1996) Inference and monitoring convergence. In Markov Chain Monte Carlo in Practice (eds W. R. Gilks, S. Richardson and D. J. Spiegelhalter), pp. 131-144. London: Chapman and Hall.
    • (1996) Markov Chain Monte Carlo in Practice , pp. 131-144
    • Gelman, A.1
  • 10
    • 0021518209 scopus 로고
    • Stochastic relaxation, gibbs distributions, and the Bayesian restoration of images
    • Geman, S. and Geman, D. (1984) Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. IEEE Trans. Pattn Anal. Mach. Intell., 6, 721-741.
    • (1984) IEEE Trans. Pattn Anal. Mach. Intell. , vol.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 11
    • 84972511893 scopus 로고
    • Practical Markov chain Monte Carlo
    • Geyer, C. J. (1992) Practical Markov chain Monte Carlo (with discussion). Statist. Sci., 7, 473-511.
    • (1992) Statist. Sci. , vol.7 , pp. 473-511
    • Geyer, C.J.1
  • 12
    • 0001571057 scopus 로고
    • Structural analysis of covariance and correlation matrices
    • Jöreskog, K. G. (1978) Structural analysis of covariance and correlation matrices. Psychometrika, 43, 443-477.
    • (1978) Psychometrika , vol.43 , pp. 443-477
    • Jöreskog, K.G.1
  • 14
    • 38249019863 scopus 로고
    • Full maximum likelihood analysis of structural equation models with polytomous variables
    • Lee, S. Y., Poon, W. Y. and Bentler, P. M. (1990) Full maximum likelihood analysis of structural equation models with polytomous variables. Statist. Probab. Lett., 9, 91-97.
    • (1990) Statist. Probab. Lett. , vol.9 , pp. 91-97
    • Lee, S.Y.1    Poon, W.Y.2    Bentler, P.M.3
  • 15
    • 0003114510 scopus 로고
    • Structural equation models with polytomous variables
    • -(1992) Structural equation models with polytomous variables. Psychometrika, 57, 89-106.
    • (1992) Psychometrika , vol.57 , pp. 89-106
  • 16
    • 85004861459 scopus 로고
    • A two-stage estimation of structural equation models with continuous and polytomous variables
    • -(1995) A two-stage estimation of structural equation models with continuous and polytomous variables. Br. J. Math. Statist. Psychol., 48, 339-358.
    • (1995) Br. J. Math. Statist. Psychol. , vol.48 , pp. 339-358
  • 17
    • 0031507509 scopus 로고    scopus 로고
    • Latent variable models for multiple birth outcomes
    • Legler, J. M. and Ryan, L. M. (1997) Latent variable models for multiple birth outcomes. J. Am. Statist. Ass., 92, 13-20.
    • (1997) J. Am. Statist. Ass. , vol.92 , pp. 13-20
    • Legler, J.M.1    Ryan, L.M.2
  • 18
    • 18244387717 scopus 로고    scopus 로고
    • The em algorithm - An old folk-song sung to a fast new tune
    • Meng, X.-L. and van Dyk, D. (1997) The EM algorithm - an old folk-song sung to a fast new tune (with discussion). J. R. Statist. Soc. B, 59, 511-567.
    • (1997) J. R. Statist. Soc. B , vol.59 , pp. 511-567
    • Meng, X.-L.1    Van Dyk, D.2
  • 19
    • 0030336223 scopus 로고    scopus 로고
    • Fitting full-information item factor models and an empirical investigation of bridge sampling
    • Meng, X. L. and Schilling, S. (1996) Fitting full-information item factor models and an empirical investigation of bridge sampling. J. Am. Statist. Ass., 91, 1254-1267.
    • (1996) J. Am. Statist. Ass. , vol.91 , pp. 1254-1267
    • Meng, X.L.1    Schilling, S.2
  • 20
    • 21444451325 scopus 로고    scopus 로고
    • Simulating ratios of normalizing constants via a simple identity, a theoretical exploration
    • Meng, X. L. and Wong, W. H. (1996) Simulating ratios of normalizing constants via a simple identity, a theoretical exploration. Statist. Sin., 6, 831-860.
    • (1996) Statist. Sin. , vol.6 , pp. 831-860
    • Meng, X.L.1    Wong, W.H.2
  • 21
    • 0031922728 scopus 로고    scopus 로고
    • The effects of establishment practices, knowledge and attitudes on condom use among Filipina sex workers
    • Morisky, D. E., Tiglao, T. V., Sneed, C. D., Tempongko, S. B., Baltazar, J. C., Detels, R. and Stein, J. A. (1998) The effects of establishment practices, knowledge and attitudes on condom use among Filipina sex workers. AIDS Care, 10, 213-220.
    • (1998) AIDS Care , vol.10 , pp. 213-220
    • Morisky, D.E.1    Tiglao, T.V.2    Sneed, C.D.3    Tempongko, S.B.4    Baltazar, J.C.5    Detels, R.6    Stein, J.A.7
  • 22
    • 0001391849 scopus 로고
    • A general structural equation model with dichotomous, ordered categorical, and continuous latent variable indicators
    • Muthén, B. (1984) A general structural equation model with dichotomous, ordered categorical, and continuous latent variable indicators. Psychometrika, 49, 115-132.
    • (1984) Psychometrika , vol.49 , pp. 115-132
    • Muthén, B.1
  • 23
    • 0001986164 scopus 로고    scopus 로고
    • Latent variable models with fixed effects
    • Sammel, M. D. and Ryan, L. M. (1996) Latent variable models with fixed effects. Biometrics, 40, 220-243.
    • (1996) Biometrics , vol.40 , pp. 220-243
    • Sammel, M.D.1    Ryan, L.M.2
  • 24
    • 0001571385 scopus 로고    scopus 로고
    • Latent variable models for mixed discrete and continuous outcomes
    • Sammel, M. D., Ryan, L. M. and Legler, J. M. (1997) Latent variable models for mixed discrete and continuous outcomes. J. R. Statist. Soc. B, 59, 667-678.
    • (1997) J. R. Statist. Soc. B , vol.59 , pp. 667-678
    • Sammel, M.D.1    Ryan, L.M.2    Legler, J.M.3
  • 25
    • 0031526276 scopus 로고    scopus 로고
    • A Bayesian estimation of factor score in confirmatory factor model with polytomous, censored or truncated data
    • Shi, J. Q. and Lee, S. Y. (1997) A Bayesian estimation of factor score in confirmatory factor model with polytomous, censored or truncated data. Psychometrika, 62, 29-50.
    • (1997) Psychometrika , vol.62 , pp. 29-50
    • Shi, J.Q.1    Lee, S.Y.2
  • 26
    • 0002193208 scopus 로고
    • A multiple group method of factoring the correlation matrix
    • Thurstone, L. L. (1944) A multiple group method of factoring the correlation matrix. Psychometrika, 10, 73-78.
    • (1944) Psychometrika , vol.10 , pp. 73-78
    • Thurstone, L.L.1
  • 27
    • 84950432017 scopus 로고
    • A Monte Carlo implementation of the EM algorithm and the poor man's data augmentation algorithm
    • Wei, G. C. G. and Tanner, M. A. (1990) A Monte Carlo implementation of the EM algorithm and the poor man's data augmentation algorithm. J. Am. Statist. Ass., 85, 699-704.
    • (1990) J. Am. Statist. Ass. , vol.85 , pp. 699-704
    • Wei, G.C.G.1    Tanner, M.A.2
  • 28
    • 0031531563 scopus 로고    scopus 로고
    • Mean and covariance structure analysis: Theoretical and practical improvements
    • Yuan, K. H. and Bentler, P. M. (1997) Mean and covariance structure analysis: theoretical and practical improvements. J. Am. Statist. Ass., 92, 767-774.
    • (1997) J. Am. Statist. Ass. , vol.92 , pp. 767-774
    • Yuan, K.H.1    Bentler, P.M.2
  • 29
    • 84910906566 scopus 로고
    • Generalized linear models with random effects; a Gibbs sampling approach
    • Zeger, S. L. and Karim, M. R. (1991) Generalized linear models with random effects; a Gibbs sampling approach. J. Am. Statist. Ass., 86, 79-86.
    • (1991) J. Am. Statist. Ass. , vol.86 , pp. 79-86
    • Zeger, S.L.1    Karim, M.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.