The Scientific Use of Factor Analysis in Behavioral and Life Sciences
In: Springer eBook Collection
I -- 1 The Position of Factor Analysis in Psychological Research -- 2 Extracting Factors: The Algebraic Picture -- 3 Rotating Factors: The Geometric Picture -- 4 Fixing the Number of Factors: TheScientific Model 52 -- 5 Fixing the Number of Factors: The Most Practicable Psychometric Procedures -- 6 The Theory of Unique Rotational Resolution by Confactor, Procrustes, and Simple Structure Principles -- 7 The Techniques of Simple Structure Rotation -- 8 More Refined Issues in Rotation and the Use of Oblique Factors -- 9 Higher-Order Factors: Models and Formulas -- 10 The Identification and Interpretation of Factors -- II -- 11 Factor Measures: Their Construction, Scoring, Psychometric Validity, and Consistency -- 12 Broader Experimental Designs and Uses: The Data Box and the New Techniques -- 13 Varieties of Factor Models in Relation to Scientific Models -- 14 Distribution, Scaling, and Significance Problems -- 15 Conducting a Factor Analytic Research: Strategy and Tactics -- Appendixes -- A. 1. Proposed Standard Notation: Rationale and Outline -- A.2. An Indexing System for Psychological Factors -- A.3. Note on Utility of Confactor Resolutions with Oblique Factors -- A.4. Transformations among SUD, SSA, and IIA Strata Models: Reversion from the Schmid-Leiman Matrix (IIA) -- A.5. A Practicable Minimum List of Computer Programs -- A.6. Tables for Statistical Significance of Simple Structure -- A. 7. Tables for Significance of Congruence Coefficients in Factor Matching -- A.8. Tables for Significance of Salient Variable Similarity Index s -- References -- Author Index.