{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,29]],"date-time":"2025-09-29T11:51:54Z","timestamp":1759146714670,"version":"3.38.0"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2011,10,12]],"date-time":"2011-10-12T00:00:00Z","timestamp":1318377600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Stat Comput"],"published-print":{"date-parts":[[2012,9]]},"DOI":"10.1007\/s11222-011-9290-8","type":"journal-article","created":{"date-parts":[[2011,10,11]],"date-time":"2011-10-11T09:42:56Z","timestamp":1318326176000},"page":"1135-1154","source":"Crossref","is-referenced-by-count":4,"title":["Latent variable models with ordinal categorical covariates"],"prefix":"10.1007","volume":"22","author":[{"given":"Wai-Yin","family":"Poon","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hai-Bin","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2011,10,12]]},"reference":[{"key":"9290_CR1","doi-asserted-by":"crossref","first-page":"535","DOI":"10.2307\/2529107","volume":"26","author":"J.R. Ashford","year":"1970","unstructured":"Ashford, J.R., Sowden, R.R.: Multivariate probit analysis. Biometrics 26, 535\u2013546 (1970)","journal-title":"Biometrics"},{"key":"9290_CR2","doi-asserted-by":"crossref","first-page":"799","DOI":"10.1057\/palgrave.jibs.8490840","volume":"30","author":"K.Y. Au","year":"1999","unstructured":"Au, K.Y.: Intra-cultural variation: evidence and implications for international business. J. Int. Bus. Stud. 30, 799\u2013812 (1999)","journal-title":"J. Int. Bus. Stud."},{"key":"9290_CR3","first-page":"1281","volume":"10","author":"J. Barnard","year":"2000","unstructured":"Barnard, J., McCulloch, R., Meng, X.-L.: modeling covariance matrices in terms of standard deviations and correlations, with application to shrinkage. Stat. Sin. 10, 1281\u20131311 (2000)","journal-title":"Stat. Sin."},{"key":"9290_CR4","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1093\/biomet\/85.2.347","volume":"85","author":"S. Chib","year":"1998","unstructured":"Chib, S., Greenberg, E.: Analysis of multivariate probit models. Biometrika 85, 347\u2013361 (1998)","journal-title":"Biometrika"},{"key":"9290_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","volume":"39","author":"A.P. Dempster","year":"1977","unstructured":"Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum likelihood from incomplete data via the EM algorithm (with discussion). J. R. Stat. Soc. B 39, 1\u201338 (1977)","journal-title":"J. R. Stat. Soc. B"},{"key":"9290_CR6","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1214\/ss\/1177011136","volume":"7","author":"A. Gelman","year":"1992","unstructured":"Gelman, A., Rubin, D.B.: Inference from iterative simulation using multiple sequences. Stat. Sci. 7, 457\u2013472 (1992)","journal-title":"Stat. Sci."},{"key":"9290_CR7","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1109\/TPAMI.1984.4767596","volume":"6","author":"S. Geman","year":"1984","unstructured":"Geman, S., Geman, D.: Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. IEEE Trans. Pattern Anal. Mach. Intell. 6, 721\u2013741 (1984)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"9290_CR8","unstructured":"International Social Survey Program (ISSP): International social science program: Work orientations (1989) (Computer file)"},{"key":"9290_CR9","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1348\/000711005X65762","volume":"59","author":"T.R. Johnson","year":"2006","unstructured":"Johnson, T.R.: Generalised linear models with ordinally-observed covariates. Br. J. Math. Stat. Psychol. 59, 275\u2013300 (2006)","journal-title":"Br. J. Math. Stat. Psychol."},{"key":"9290_CR10","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1093\/biomet\/57.2.239","volume":"57","author":"K.G. J\u00f6reskog","year":"1970","unstructured":"J\u00f6reskog, K.G.: A\u00a0general method for analysis of covariance structures. Biometrika 57, 239\u2013251 (1970)","journal-title":"Biometrika"},{"key":"9290_CR11","volume-title":"LISREL 8: Structural Equation Modeling with the SIMPLIS Command Language","author":"K.G. J\u00f6reskog","year":"1996","unstructured":"J\u00f6reskog, K.G., S\u00f6rbom, D.: LISREL 8: Structural Equation Modeling with the SIMPLIS Command Language. Scientific Software International, Hove (1996)"},{"key":"9290_CR12","doi-asserted-by":"crossref","first-page":"379","DOI":"10.1007\/s00362-002-0111-1","volume":"43","author":"M. Kukuk","year":"2002","unstructured":"Kukuk, M.: Indirect estimation of (latent) linear models with ordinal regressors: A Monte Carlo study and some empirical illustrations. Stat. Pap. 43, 379\u2013399 (2002)","journal-title":"Stat. Pap."},{"key":"9290_CR13","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1198\/004017008000000064","volume":"50","author":"E. Lawrence","year":"2008","unstructured":"Lawrence, E., Bingham, D., Liu, C., Nair, V.N.: Bayesian inference for multivariate ordinal data using parameter expansion. Technometrics 50, 182\u2013191 (2008)","journal-title":"Technometrics"},{"key":"9290_CR14","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1016\/0167-7152(90)90100-L","volume":"9","author":"S.Y. Lee","year":"1990","unstructured":"Lee, S.Y., Poon, W.Y., Bentler, P.M.: Full maximum likelihood analysis of structural equation models with polytomous variables. Stat. Probab. Lett. 9, 91\u201397 (1990)","journal-title":"Stat. Probab. Lett."},{"key":"9290_CR15","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1007\/BF02294660","volume":"57","author":"S.Y. Lee","year":"1992","unstructured":"Lee, S.Y., Poon, W.Y., Bentler, P.M.: Structural equation models with continuous and polytomous variables. Psychometrika 57, 89\u2013105 (1992)","journal-title":"Psychometrika"},{"key":"9290_CR16","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1207\/S15328007SEM0703_3","volume":"7","author":"S.Y. Lee","year":"2000","unstructured":"Lee, S.Y., Shi, J.Q.: Bayesian analysis of structural equation model with fixed covariates. Struct. Equ. Model. 7, 411\u2013430 (2000)","journal-title":"Struct. Equ. Model."},{"key":"9290_CR17","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1348\/000711000159303","volume":"53","author":"S.Y. Lee","year":"2000","unstructured":"Lee, S.Y., Zhu, H.T.: Statistical analysis of nonlinear structural equation models with continuous and polytomous data. Br. J. Math. Stat. Psychol. 53, 209\u2013232 (2000)","journal-title":"Br. J. Math. Stat. Psychol."},{"key":"9290_CR18","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1198\/10618600152418746","volume":"10","author":"C. Liu","year":"2001","unstructured":"Liu, C.: Comment on \u201cThe art of data augmentation\u201d. J. Comput. Graph. Stat. 10, 75\u201381 (2001)","journal-title":"J. Comput. Graph. Stat."},{"key":"9290_CR19","doi-asserted-by":"crossref","first-page":"1264","DOI":"10.1080\/01621459.1999.10473879","volume":"94","author":"J.S. Liu","year":"1999","unstructured":"Liu, J.S., Wu, Y.N.: Parameter expansion for data augmentation. J. Am. Stat. Assoc. 94, 1264\u20131274 (1999)","journal-title":"J. Am. Stat. Assoc."},{"key":"9290_CR20","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1093\/biomet\/87.2.353","volume":"87","author":"J.S. Liu","year":"2000","unstructured":"Liu, J.S., Sabatti, C.: Generalised Gibbs sampler and multigrid Monte Carlo for Bayesian computation. Biometrika 87, 353\u2013369 (2000)","journal-title":"Biometrika"},{"key":"9290_CR21","doi-asserted-by":"crossref","first-page":"897","DOI":"10.1198\/106186006X160681","volume":"15","author":"X. Liu","year":"2006","unstructured":"Liu, X., Daniels, M.J.: A\u00a0new algorithm for simulating a correlation matrix based on parameter expansion and reparameterization. J. Comput. Graph. Stat. 15, 897\u2013914 (2006)","journal-title":"J. Comput. Graph. Stat."},{"key":"9290_CR22","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1348\/000711003770480075","volume":"56","author":"I. Moustaki","year":"2003","unstructured":"Moustaki, I.: A\u00a0general class of latent variable methods for ordinal manifest variables with covariate effects on the manifest and latent variables. Br. J. Math. Stat. Psychol. 56, 337\u2013357 (2003)","journal-title":"Br. J. Math. Stat. Psychol."},{"key":"9290_CR23","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1348\/000711099159062","volume":"52","author":"W.Y. Poon","year":"1999","unstructured":"Poon, W.Y., Lee, S.Y.: Two practical issues in using LISCOMP for analyzing continuous and ordered categorical variables. Br. J. Math. Stat. Psychol. 52, 195\u2013211 (1999)","journal-title":"Br. J. Math. Stat. Psychol."},{"key":"9290_CR24","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1177\/1094428102005003005","volume":"5","author":"W.Y. Poon","year":"2002","unstructured":"Poon, W.Y., Leung, K., Lee, S.Y.: The comparison of single item constructs by relative mean and relative variance. Organ. Res. Methods 5, 275\u2013298 (2002)","journal-title":"Organ. Res. Methods"},{"key":"9290_CR25","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1007\/BF02295939","volume":"69","author":"S. Rabe-Hesketh","year":"2004","unstructured":"Rabe-Hesketh, S., Skrondal, A., Pickles, A.: Generalized multilevel structural equation modeling. Psychometrika 69, 167\u2013190 (2004)","journal-title":"Psychometrika"},{"key":"9290_CR26","doi-asserted-by":"crossref","first-page":"1120","DOI":"10.1080\/01621459.1996.10476982","volume":"91","author":"G. Ronning","year":"1996","unstructured":"Ronning, G., Kukuk, M.: Efficient estimation of ordered probit models. J. Am. Stat. Assoc. 91, 1120\u20131129 (1996)","journal-title":"J. Am. Stat. Assoc."},{"key":"9290_CR27","first-page":"220","volume":"40","author":"M.D. Sammel","year":"1996","unstructured":"Sammel, M.D., Ryan, L.M.: Latent variable models with fixed effects. Biometrics 40, 220\u2013243 (1996)","journal-title":"Biometrics"},{"key":"9290_CR28","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1111\/j.2044-8317.1998.tb00679.x","volume":"51","author":"J.Q. Shi","year":"1998","unstructured":"Shi, J.Q., Lee, S.Y.: Bayesian sampling-based approach for factor analysis models with continuous and polytomous data. Br. J. Math. Stat. Psychol. 51, 233\u2013252 (1998)","journal-title":"Br. J. Math. Stat. Psychol."},{"key":"9290_CR29","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1111\/1467-9868.00220","volume":"62","author":"J.Q. Shi","year":"2000","unstructured":"Shi, J.Q., Lee, S.Y.: Latent variable models with mixed continuous and polytomous data. J. R. Stat. Soc. B 62, 77\u201387 (2000)","journal-title":"J. R. Stat. Soc. B"},{"key":"9290_CR30","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3102\/10769986030001026","volume":"30","author":"X.Y. Song","year":"2005","unstructured":"Song, X.Y., Lee, S.Y.: Statistical analysis of a two-level nonlinear structural equation model with fixed covariates. J. Educ. Behav. Stat. 30, 1\u201326 (2005)","journal-title":"J. Educ. Behav. Stat."},{"key":"9290_CR31","doi-asserted-by":"crossref","first-page":"528","DOI":"10.1080\/01621459.1987.10478458","volume":"82","author":"M.A. Tanner","year":"1987","unstructured":"Tanner, M.A., Wong, W.H.: The calculation of posterior distributions by data augmentation (with discussion). J. Am. Stat. Assoc. 82, 528\u2013550 (1987)","journal-title":"J. Am. Stat. Assoc."},{"key":"9290_CR32","doi-asserted-by":"crossref","first-page":"699","DOI":"10.1080\/01621459.1990.10474930","volume":"85","author":"G.C.G. Wei","year":"1990","unstructured":"Wei, G.C.G., Tanner, M.A.: A\u00a0Monte Carlo implementation of the EM algorithm and the poor man\u2019s data augmentation algorithm. J. Am. Stat. Assoc. 85, 699\u2013704 (1990)","journal-title":"J. Am. Stat. Assoc."},{"key":"9290_CR33","doi-asserted-by":"crossref","first-page":"880","DOI":"10.1198\/106186006X160050","volume":"15","author":"X. Zhang","year":"2006","unstructured":"Zhang, X., Boscardin, W.J., Belin, T.R.: Sampling correlation matrices in Bayesian models with correlated latent variables. J. Comput. Graph. Stat. 15, 880\u2013896 (2006)","journal-title":"J. Comput. Graph. Stat."}],"container-title":["Statistics and Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11222-011-9290-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11222-011-9290-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11222-011-9290-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T18:17:40Z","timestamp":1741803460000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11222-011-9290-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,10,12]]},"references-count":33,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2012,9]]}},"alternative-id":["9290"],"URL":"https:\/\/doi.org\/10.1007\/s11222-011-9290-8","relation":{},"ISSN":["0960-3174","1573-1375"],"issn-type":[{"type":"print","value":"0960-3174"},{"type":"electronic","value":"1573-1375"}],"subject":[],"published":{"date-parts":[[2011,10,12]]}}}