A general structural equation model with dichotomous, ordered categorical, and continuous latent variable indicators
作者： Bengt Muthén
DOI: 10.1007/BF02294210
关键词:
摘要: A structural equation model is proposed with a generalized measurement part, allowing for dichotomous and ordered categorical variables (indicators) in addition to continuous ones. computationally feasible three-stage estimator any combination of observed variable types. This approach provides large-sample chi-square tests fit standard errors estimates situations not previously covered. Two multiple-indicator modeling examples are given. One simultaneous analysis two groups underlying skewed Likert variables. The second longitudinal multivariate probit regressions.
springer.com
sci-hub.se 参考文章(14)
K. G. Jöreskog, Dag Sörbom, Analysis of linear structural relationships by maximum likelihood and least squares methods University of Uppsala, Dept. of Statistics , Distributed by International Educational Services. ,(1983)
Paul Duncan-Jones, Scott Henderson, D. G. Byrne, Neurosis and the Social Environment ,(1982)
Bengt Muthén, A Structural Probit Model with Latent Variables Journal of the American Statistical Association. ,vol. 74, pp. 807- 811 ,(1979) , 10.1080/01621459.1979.10481034
Ulf Olsson, Maximum Likelihood Estimation of the Polychoric Correlation Coefficient. Psychometrika. ,vol. 44, pp. 443- 460 ,(1979) , 10.1007/BF02296207
Ulf Olsson, On The Robustness Of Factor Analysis Against Crude Classification Of The Observations. Multivariate Behavioral Research. ,vol. 14, pp. 485- 500 ,(1979) , 10.1207/S15327906MBR1404_7
Karl G. Jöreskog, A GENERAL METHOD FOR ESTIMATING A LINEAR STRUCTURAL EQUATION SYSTEM* ETS Research Bulletin Series. ,vol. 1970, pp. i- 41 ,(1970) , 10.1002/J.2333-8504.1970.TB00783.X
Bengt Muthén, Anders Christoffersson, SIMULTANEOUS FACTOR ANALYSIS OF DICHOTOMOUS VARIABLES IN SEVERAL GROUPS Psychometrika. ,vol. 46, pp. 407- 419 ,(1981) , 10.1007/BF02293798
Bengt Muthén, Latent variable structural equation modeling with categorical data Journal of Econometrics. ,vol. 22, pp. 43- 65 ,(1983) , 10.1016/0304-4076(83)90093-3
Mervyn King, A. S. Goldberger, O. D. Duncan, Structural Equation Models in the Social Sciences. The Economic Journal. ,vol. 84, pp. 212- 214 ,(1974) , 10.2307/2230507
Bengt Muthén, Contributions to factor analysis of dichotomous variables Psychometrika. ,vol. 43, pp. 551- 560 ,(1978) , 10.1007/BF02293813