Advanced Econometrics. Structural Equation Models

Advanced Econometrics. Structural Equation Models

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Data analysis has evolved and today not work already only observable variables, but also latent variables or factorials. In this case, the underlying data structures are rather less apparent and new specialized software can detect them through the analysis of an array of data, correlations or covariances. Design and modelling has changed a lot in the last two decades. The researcher used to work exclusively with observable variables when all the underlying structures were clear and obvious, but the need for the measure in the social sciences by unobservable variables drove the evolution of modelling in this sense in all the sciences. In this way appear causal models, structural equation or covariance structures developed by Joreskog (1973), Keesing (1972) and Wiley (1973) and expanded in LISREL (Linear Structural Relationship) model and other models that proposed the analysis of covariance structures different representations. The book essentially develop the following topics: MODELS IN STRUCTURAL EQUATIONS MODELLING USING STRUCTURAL EQUATIONS LISREL AND THE STRUCTURAL EQUATION MODEL SAS AND THE STRUCTURAL EQUATIONS MODEL. PROC CALIS LINEAR REGRESSION MODELS AS STRUCTURAL EQUATION MODELS ADJUSTMENT BASIC REGRESSION MODELS MULTIVARIATE REGRESSION MODELS MODELS WITH MEASUREMENT ERRORS THROUGH STRUCTURAL EQUATIONS MODELS WITH SIMPLE MEASUREMENTS ERRORS COMPLETE MODELS WITH VARIABLES MEASURED WITH ERRORS MODEL OF LINEAR REGRESSION WITH ERRORS OF DIMENSIONS AS A SPECIAL CASE OF STRUCTURAL EQUATION MODEL MODELS MEASUREMENT OF THE ERROR MODELS OF LINEAR EQUATIONS CONFIRMATORY FACTORIAL ANALYSIS CONFIRMATORY FACTOR ANALYSIS MODEL. IDENTIFICATION, ESTIMATION AND DIAGNOSIS STRUCTURAL MODELS WITH SAS. PROC CALIS THE COVARIANCE STRUCTURE MODELS HE COVARIANCE STRUCTURE MODEL SPECIFICATION OF THE MEASUREMENT MODEL SPECIFICATION OF MODEL STRUCTURAL GENERAL MODEL OF THE COVARIANCE STRUCTURE STAGES OF MODELING PECIFICATION OF THE MODEL IDENTIFICATION OF THE MODEL ESTIMATION OF PARAMETERS DIAGNOSIS OR FIT OF THE MODEL INTERPRETATION OF THE MODEL REESPECIFICACION MODEL SAS AND THE GENERAL MODEL OF THE COVARIANCE STRUCTURE. PROC CALIS
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Product details

  • Paperback | 168 pages
  • 177.8 x 254 x 9.65mm | 390.09g
  • United States
  • English
  • black & white illustrations
  • 1507705654
  • 9781507705650