Discovering Statistics Using IBM SPSS Statistics

• Main Author: Andy Field (Author)
• Format: Book
• Language: English
• Published: London, United Kingdom SAGE Publications Limited 2018
• Edition: 5th edition
• Subjects: Social Sciences methods
• Online Access: Click Here to View Status and Holdings.

With an exciting new look, new characters to meet, and its unique combination of humour and step-by-step instruction, this award-winning book is the statistics lifesaver for everyone. From initial theory through to regression, factor analysis and multilevel modelling, Andy Field animates statistics...

Table of Contents:

• 1 WHY IS MY EVIL LECTURER FORCING ME TO LEARN STATISTICS? - 2 THE SPINE OF STATISTICS - 3 THE PHOENIX OF STATISTICS - 4 THE IBM SPSS STATISTICS ENVIRONMENT - 5 EXPLORING DATA WITH GRAPHS - 6 THE BEAST OF BIAS - 7 NON-PARAMETRIC MODELS - 8 CORRELATION - 9 THE LINEAR MODEL (REGRESSION) - 10 COMPARING TWO MEANS - 11 MODERATION, MEDIATION AND MULTICATEGORY PREDICTORS - 12 GLM 1: COMPARING SEVERAL INDEPENDENT MEANS - 13 GLM 2: COMPARING MEANS ADJUSTED FOR OTHER PREDICTORS (ANALYSIS OF COVARIANCE) - 14 GLM 3: FACTORIAL DESIGN - 15 GLM 4 REPEATED-MEASURES DESIGNS - 16 GLM 5: MIXED DESIGNS - 17 MULTIVARIATE ANALYSIS OF VARIANCE (MANOVA) - 18 EXPLORATORY FACTOR ANALYSIS - 19 CATEGORICAL OUTCOMES: CHI-SQUARE AND LOGLINEAR ANALYSIS - 20 CATEGORICAL OUTCOMES: LOGISTIC REGRESSION - 21 MULTILEVEL LINEAR MODELS