Open AccessLISREL A GENERAL COMPUTER PROGRAM FOR ESTIMATING A LINEAR STRUCTURAL EQUATION SYSTEM INVOLVING MULTIPLE INDICATORS OF UNMEASURED VARIABLES
Author(s) -
Jőreskog Karl G.,
Thiilo Marielle
Publication year - 1972
Publication title -
ets research bulletin series
Language(s) - English
Resource type - Journals
eISSN - 2333-8504
pISSN - 0424-6144
DOI - 10.1002/j.2333-8504.1972.tb00827.x
Subject(s) - lisrel , citation , structural equation modeling , computer science , library science , econometrics , mathematics , machine learning
A,,general computer program for estimating the 'unknown coefficients in a set of linear structural equations is described. In its most general form, the variables in the equation system may he. Unmeasured hypdthetical constructs or latent variables, and there may 4' be several measured variables or multiple indicators for each 'unmeasured variable. Also, the method allows for both errors in equations (residuals, disturbances) and errors.in the observed variables (errors of measurement, observational errors) and yields estimates of the disturbance variance-covariance matrix and the measurement error variances, as well as estimates of the unknown coefficients in the.structual equations, provided that all these parameters are identified. The method is so general and flexible that it is possible to handle a wide range of models. The model considered here 4s a generalization of the model considered by Joreskog (1973).' (Author/DB)