Optimal Procedures for Estimation of Factor Scores

Willem Egbert Saris · Marius de Pijper

38 citations0/0 files storedSociological Methods & Research

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Psychometric Methodologies and Testing Statistical Methods and Applications Advanced Statistical Methods and Models

Abstract

This study identifies three different applications of factor scores which lead to three different sets of criteria for optimal estimation procedures. The regression method and the Bartlett method best satisfy the first two sets of criteria, and a generalized Anderson and Rubin procedure is optimal for the third set of criteria. The differences between the methods have been illustrated by an example.

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1936The Approximation of One Matrix by Another of Lower Rank 1972Factor Analysis as a Statistical Method.1961Modern Factor Analysis.1976Cross-Cultural Universals of Affective Meaning 1974A GENERAL METHOD FOR STUDYING DIFFERENCES IN FACTOR MEANS AND FACTOR STRUCTURE BETWEEN GROUPS 1970Validity, Invalidity, and Reliability 1972LISREL A GENERAL COMPUTER PROGRAM FOR ESTIMATING A LINEAR STRUCTURAL EQUATION SYSTEM INVOLVING MULTIPLE INDICATORS OF UNMEASURED VARIABLES 1972Some New Results on Factor Indeterminacy

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