Modeling joint and marginal distributions in the analysis of categorical panel data

Sociological Methods and Research

Volumn 30, Issue 2, 2001, Pages 170-196

  Vermunt, Jeroen K ^a   Rodrigo, María Florengia ^b   Ato Garcia, M ^c  

^a TILBURG UNIVERSITY   (Netherlands)

^b UNIVERSITY OF VALENCIA   (Spain)

^c UNIVERSITY OF MURCIA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0035541140     PISSN: 00491241     EISSN: None     Source Type: Journal    
DOI: 10.1177/0049124101030002002     Document Type: Article

References (31)

1. Agresti, Alan. 1993. "Computing Conditional Maximum Likelihood Estimates for Generalized Rasch Models Using Simple Log-Linear Models With Diagonal Parameters." Scandinavian Journal of Statistics 20:63-71.
2. -. 1997. "A Model for Repeated Measurements of a Multivariate Binary Response." Journal of the American Statistical Association 92:315-21.
3. Andersen, Erling B. 1990. The Statistical Analysis of Categorical Data. Berlin: Springer-Verlag.
4. Becker, Mark P. 1994. "Analysis of Cross-Classifications of Counts Using Models for Marginal Distributions: An Application to Trends in Attitudes on Legalized Abortion." Pp. 229-65 in Sociological Methodology 1994, edited by Peter V. Marsden. Oxford, UK: Blackwell.
5. Becker, Mark P. and Ilsoon Yang. 1998. "Latent Class Marginal Models for Cross-Classifications of Counts." Pp. 293-325 in Sociological Methodology 1998, edited by Adrien Raftery. Boston: Blackwell.
6. Becker, Mark P., S. Minick, and Ilsoon Yang. 1998. "Specifications of Models for Cross-Classified Counts: Comparison of the log-Linear Models and Marginal Models Perspectives." Sociological Methods and Research 26:511-29.
7. Bergsma, Wicher. 1997. Marginal Models for Categorical Data. Tilburg, the Netherlands: Tilburg University Press.
8. Bishop, Yvonne M., Stephen E. Fienberg, and Paul W. Holland. 1975. Discrete Multivariate Analysis: Theory and Practice. Cambridge, MA: MIT Press.
9. Caussinus, H. 1965. "Contribution a l'analyse statistique des tableaux de correlation." Annales de la Faculte des Sciences de l'Universite de Toulouse 29:77-182.
10. Clogg, Clifford C. and Edward S. Shihadeh. 1994. Statistical Models for Ordinal Data. Thousand Oaks, CA: Sage.
11. Conaway, M. R. 1989. "Analysis of Repeated Measurements With Conditional Likelihood Methods." Journal of the American Statistical Association 84:53-63.
12. Croon, Marcel, Wicher Bergsma, and Jacques A. Hagenaars. 2000. "Analyzing Change in Discrete Variables by Generalized Log-Linear Models." Sociological Methods and Research 29:195-229.
13. Diggle, Peter J., Kung-Yee Liang, and Scott L. Zeger. 1994. Analysis of Longitudinal Data. Oxford, UK: Clarendon.
14. Elliot, D. S., D. Huizinga, and S. Menard. 1989. Multiple Problem Youth: Delinquence, Substance Use, and Mental Health Problems. New York: Springer-Verlag.
15. Fahrmeir, L. and G. Tutz. 1994. Multivariate Statistical Modelling Based on Generalised Linear Models. New York: Springer.
16. Goodman, Leo A. 1979. "Simple Models for the Analysis of Association in Cross-Classifications Having Ordered Categories." Journal of the American Statistical Association 74:537-52.
17. Grizzle, James E., C. Frank Starmer, and Gary G. Koch. 1969. "Analysis of Categorical Data by Linear Models." Biometrics 25:489-504.
18. Haber, Michael and Morton B. Brown. 1986. "Maximum Likelihood Methods for Log-Linear Models When Expected Frequencies Are Subject to Linear Constraints." Journal of the American Statistical Association 81:477-82.
19. Hagenaars, Jacques A. 1990. Categorical Longitudinal Data: Log-Linear Analysis of Panel, Trend and Cohort Data. Newbury Park, CA: Sage.
20. Hout, Michael, Otis D. Duncan, and Michael E. Sobel. 1987. "Association and Heterogeneity: Structural Models of Similarities and Differences." Pp. 145-84 in Sociological Methodology 1937, edited by Clifford C. Clogg. Oxford, UK: Basil Blackwell.
21. Kelderman, Henk. 1984. "Log-Linear Rasch Models Test." Psychometrika 49:223-45.
22. Lang, Joseph B. 1996. "On the Partitioning of Goodness-of-Fit Statistics for Multivariate Categorical Response Models." Journal of the American Statistical Association 91:1017-23.
23. Lang, Joseph B. and Alan Agresti. 1994. "Simultaneously Modeling Joint and Marginal Distributions of Multivariate Categorical Responses." Journal of the American Statistical Association 89:625-32.
24. Lang, Joseph B. and Scott R. Eliason. 1997. "The Application of Association-Marginal Models to the Study of Social Mobility." Sociological Methods and Research 26:183-213.
25. Lang, Joseph B., John W. McDonald, and Peter W. F. Smith. 1999. "Association Modeling of Multivariate Categorical Responses: A Maximum Likelihood Approach." Journal of the American Statistical Association 94:1161-71.
26. Langeheine, Rolf, Jeroen Pannekoek, and Frank Van de Pol 1996. "Bootstrapping Goodness-of-Fit Measures in Categorical Data Analysis." Sociological Methods and Research 24:492-516.
27. Langeheine, Rolf and Frank Van de Pol. 1994. "Discrete Time Mixed Markov Latent Class Models." Pp. 171-97 in Analyzing Social and Political Change: A Casebook of Methods, edited by A. Dale and R. B. Davies. Thousand Oaks, CA: Sage.
28. Lindsey, J. K. 1993. Models for Repeated Measurements. Oxford, UK: Clarendon.
29. Meiser, Thorsten, Alexander Von Eye, and Chistiane Spiel. 1997. "Log-Linear Symmetry and Quasi-Symmetry Models for the Analysis of Change." Biometrical Journal 39:351-68.
30. Vermunt, Jeroen K. 1997. LEM: A General Program for the Analysis of Categorical Data. User's Manual. Tilburg, the Netherlands: Tilburg University.
31. -. 1999. "A General Class of Non-Parametric Models for Ordinal Categorical Data." Pp. 187-224 in Sociological Methodology 1999, edited by M. Sobel and M. Becker. Boston: Blackwell.