A First Course in Factor Analysis

ISBN-13: 9780805810622 / Angielski / Twarda / 1992 / 488 str.

Andrew Laurence Comrey;Comrey; Howard B. Lee

Opis

This text emphasizes the theory and correct application of factor analytic techniques. The theory is presented through the mathematical basis of the most common analytic models and methods. The application side focuses on the problems of extraction and rotation, and the interpretation of results.

Recenzje

"...balanced, comprehensive, and clear discussions of the available options for factor-analytic statistical models....an excellent supplement because of the discussions of different factor-analytic criteria and comparisons between various algorithms presented in the book."
—Technometrics

"...it has considerable merit as an intermediate-level text....readers will find this to be a useful (albeit challenging) volume for increasing their knowledge of the mathematical basis of factor analysis. It contains the most readable treatment I have found of the matrix algebra involved in factor analysis....I know of no better source for developing an understanding of the computations involved in factor analysis."
—Contemporary Psychology

"The discussions of rotational criteria, planning, design issues, factor interpretation (essential reading by anyone using factor analysis) and the writing up of results are excellent. The description and insights into how factor analysis was used in the development of the Comrey personality scales I found extremely useful and informative. The blend of both theory and practice adds tremendous value to the book."
—The Statistician

Spis treści

Contents: Preface to the First Edition. Preface to the Second Edition. Introduction. The Factor Analytic Model. Factor Extraction by the Centroid Method. Methods of Factor Extraction. Orthogonal Hand Rotations. Oblique Hand Rotations. Simple Structure and Other Rotational Criteria. Planning the Standard Design Factor Analysis. Alternate Designs in Factor Analysis. Interpretation and Application of Factor Analytic Results. Development of the Comrey Personality Scales: An Example of the Use of Factor Analysis. Confirmatory Factor Analysis. Structural Equation Models. Computer Programs.

O autorze

Andrew L. Comrey, Howard B. Lee