CONTENTS PAGE PREFACE ....... V PART I. THE LOGICAL AND METAPHYSICAL STATUS OF FACTORS IN PSYCHOLOGY CHAPTER I. WHY DOES THE PSYCHOLOGIST NEED FACTORS ? . 3 II. FACTORS ARE VARIOUSLY USED FOR DESCRIP- TION, PREDICTION, CAUSAL EXPLANATION . 14 III. THE GENERAL NATURE OF THE FACTORIAL TECH- NIQUE ....... 72 IV. THE LOGICAL STATUS OF MENTAL FACTORS. . 95 V. THE DERIVATION OF THE CHIEF FACTOR THEORIES 139 VI. THE DIFFERENCES BETWEEN P-, Q-, AND R- TECHNIQUES . . . . . 169 VII. THE METAPHYSICAL STATUS OF MENTAL FACTORS 2IO VIII. SUMMARY AND CONCLUSIONS . . . 249 PART II. THE RELATIONS BETWEEN DIFFERENT METHODS OF FACTOR-ANALYSIS IX. CLASSIFICATION OF METHODS . . . 255 X. VARIANCE, COVARIANCE, AND CORRELATION . 2/1 XI. CORRELATIONS BETWEEN TESTS AND BETWEEN PERSONS ...... 289 xiii