Discovering Statistics Using IBM SPSS Statistics

DISCOVERING STATISTICS USING IBM SPSS STATISTICS - FRONT COVER
DISCOVERING STATISTICS USING IBM SPSS STATISTICS
COPYRIGHT
CONTENTS
EXTENDED CONTENTS
PREFACE
HOW TO USE THIS BOOK
THANK YOU
DEDICATION
SYMBOLS USED IN THIS BOOK
A BRIEF MATHS OVERVIEW
CHAPTER - 1 WHY IS MY EVIL LECTURER FORCING ME TO LEARN STATISTICS?
CHAPTER - 2 THE SPINE OF STATISTICS
CHAPTER - 3 THE PHOENIX OF STATISTICS
CHAPTER - 4 THE IBM SPSS STATISTICS ENVIRONMENT
CHAPTER - 5 VISUALIZING DATA
CHAPTER - 6 THE BEAST OF BIAS
CHAPTER - 7 NON-PARAMETRIC MODELS
CHAPTER - 8 CORRELATION
CHAPTER - 9 THE LINEAR MODEL (REGRESSION)
CHAPTER - 10 CATEGORICAL PREDICTORS: COMPARING TWO MEANS
CHAPTER - 11 MODERATION AND MEDIATION
CHAPTER - 12 GLM 1: COMPARING SEVERAL INDEPENDENT MEANS
CHAPTER - 13 GLM 2: COMPARING MEANS ADJUSTED FOR OTHER PREDICTORS (ANALYSIS OF COVARIANCE)
CHAPTER - 14 GLM 3: FACTORIAL DESIGNS
CHAPTER - 15 GLM 4: REPEATED-MEASURES DESIGNS
CHAPTER - 16 GLM 5: MIXED DESIGNS
CHAPTER - 17 MULTIVARIATE ANALYSIS OF VARIANCE (MANOVA)
CHAPTER - 18 EXPLORATORY FACTOR ANALYSIS
CHAPTER - 19 CATEGORICAL OUTCOMES: CHI-SQUARE AND LOGLINEAR ANALYSIS
CHAPTER - 20 CATEGORICAL OUTCOMES: LOGISTIC REGRESSION
CHAPTER - 21 MULTILEVEL LINEAR MODELS
EPILOGUE
APPENDIX
GLOSSARY
REFERENCES
INDEX