统计Latent Structure Models with Direct Effects Between Indicators--Local Dependence Models

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Latent Structure Models with Direct Effects Between Indicators--Local Dependence Models

文献名称	Latent Structure Models with Direct Effects Between Indicators--Local Dependence Models
文献作者	JACQUES A. HAGENAARS
作者所在单位	Tilburg University
文献分类	已发表文献
学科一级分类	统计
学科二级分类	统计学
文献摘要	A basic assumption of latent structure models is that of local independence: given the score on the latent variable, the scores on the manifest variables are independent of each other. This basic assumption is violated when test-retest effects, response consistency effects, correlated response errors, and so forth are present. However, it is possible to reformulate the latent class model in such a way that these direct relations between the indicators (manifest variables) can be accounted for. The reformulation proposed here, takes place within the framework o flog-linear modeling.
参考文献	BRADBURN, N. M. (1983) "Response effects," pp. 289-328 in P. Rossi et al. (eds.) Handbook of Survey Research. New York: Academic Press. CLOGG, C. C. and L. A. GOODMAN (1985) "Simultaneous latent structure analysis in several groups," pp. 81-110 in N. B. Tuma (ed.) Sociological Methodology 1985. San Francisco: Jossey-Bass. COLEMAN, J. S. (1964) Introduction to Mathematical Sociology. London: Free Press. DEMPSTER, A. P., N. M. LAIRD, and D. B. RUBIN (1977) "Maximum likelihood from incomplete data via the EM-algorithm." J. of the Royal Stat. Society Series B 39: 1-38. DUNCAN, O. D., D. M. SLOANE, and C. BRODY (1982) "Latent classes inferred from response-consistency effects,"pp. 19-64 in K. G. J~reskog and H. Wold (eds.) Systems under Indirect Observation. Part I. Amsterdam: North Holland. EVERITT, B. S. (1984) "A note on parameter estimation for Lazarsfeld's latent class model using the EM-algorithm." Multivariate Behavioral Research 19: 79-89. FIENBERG, S. E. (1980) The Analysis of Cross-classified Categorical Data. Cambridge: MIT Press. GOODMAN, L. A. (1973) "The analysis of multidimensional contingency tables when some of the ~ariables are posterior to others; a modified path analysis approach." Biometrika 60: 179-192. GOODMAN, L. A. (1974a) "The analysis of systems of qualitative variables when some of the variables are unobservable. Part I--a modified latent structure approach." Amer. J. of Sociology 79: ! 179-1259. GOODMAN, L. A. ( 1974b)"Exploratory latent structure analysis using both identifiable and unidentifiable models." Biometrika 61: 215-231. HABERMAN, S. J. (1974) "Log-linear models for frequency tables derived by indirect observation." Annals of Statistics 2:911-924. HABERMAN, S. J. (1977) "Product models for frequency tables involving indirect observations." Annals of statistics 5:1124-1147. HABERMAN, S. J. (1979) Analysis of Qualitative Data, Vol. 2. New Developments. New York: Academic Press. HAGENAARS, J. A. (1978) "Latent probability models with direct effects between indicators." Quality and Quantity 12: 205-221. HAGENAARS, J. A. (1986) "Symmetry, quasi-symmetry and marginal homogeneity on the latent level." Social Sci. Research 15: 241-255. HAGENAARS, J. A., A. G. HEINEN, and P. A. HAMERS (1980) "Causale modellen met diskrete latente variabelen: een variant op de LISREL-benadering." (Causal models with discrete latent variables: a modified LISREL approach) Methoden en Data Nieuwsbrief 5: 38-54. HARPER, D. (1972) "Local dependence latent structure models." Psyehometrika 37: 53-59. JORESKOG, K. G. and D. SORBOM (1984) LISREL VI, User's Guide. Chicago: National Educational Resources. LAZARSFELD, P. F. and N. W. HENRY (1968) Latent Structure Analysis. Boston: Houghton Mifflin. SCHWARTZ, J. E. (1985) "The neglected problem of measurement error in categorical data." Soc. Methods & Research 13: 435-466.
关键字	Latent Structure Models ; Direct Effects; Indicators;Local Dependence Models
发表所在刊物（或来源）	SOCIOLOGICAL METHODS & RESEARCH, Vol. 16 No. 3,379-405 1988 Sage Publications, Inc.
发表时间	1988
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