Exploratory Longitudinal Factor Analysis in Multiple Populations

John Tisak · William H. Meredith

30 citations0/0 files storedPsychometrika

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Psychometric Methodologies and Testing Statistical Methods and Bayesian Inference Mental Health Research Topics

Abstract

For multiple populatios, a longtidinal factor analytic model which is entirely exploratory, that is, no explicit identification constraints, is proposed. Factorial collapse and period/practice effects are allowed. An invariant and/or stationary factor pattern is permitted. This model is formulated stochastically. To implement this model a stagewise EM algorithm is developed. Finally a numerical illustration utilizing Nesselroade and Baltes' data is presented.

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References

1969Statistical Theories of Mental Test Scores 1904"General Intelligence," Objectively Determined and Measured 2012Applications of Item Response Theory To Practical Testing Problems 1963Theory of fluid and crystallized intelligence: A critical experiment.1971Simultaneous Factor Analysis in Several Populations 1984Asymptotically distribution‐free methods for the analysis of covariance structures 1990Latent Curve Analysis 1965Problems in Measuring Change

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