(P/B) DISCOVERING STATISTICS USING IBM SPSS STATISTICS

Παρουσίαση

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 and SPSS software with his famously bizarre examples and activities. What's brand new: A radical new design with original illustrations and even more colour A maths diagnostic tool to help students establish what areas they need to revise and improve on.
A revamped online resource that uses video, case studies, datasets, testbanks and more to help students negotiate project work, master data management techniques, and apply key writing and employability skills New sections on replication, open science and Bayesian thinking Now fully up to date with latest versions of IBM SPSS Statistics (c). All the online resources above (video, case studies, datasets, testbanks) can be easily integrated into your institution's virtual learning environment or learning management system. This allows you to customize and curate content for use in module preparation, delivery and assessment...(from the publisher)

Περιεχόμενα

PREFACE
HOW TO USE THIS BOOK
ACKNOWLEDGEMENTS
DEDICATION
SYMBOLS USED IN THIS BOOK
SOME MATHS REVISION
1 WHY IS MY EVIL LECTURER FORCING ME TO LEARN STATISTICS
2 EVERYTHING YOU EVER WANTED TO KNOW ABOUT STATISTICS
3 THE SPSS ENVIRONMENT
4 EXPLORING DATA WITH GRAPHS
5 EXPLORING ASSUMPTIONS
6 CORRELATION
7 REGRESSION
8 LOGISTIC REGRESSION
9 COMPARING TWO MEANS
10 COMPARING SEVERAL MEANS: ANOVA (GLM 1)
11 ANALYSIS OF COVARIANCE, ANCOVA (GLM 2)
12 FACTORIAL ANOVA (GLM 3)
13 REPEATED - MEASURES DESIGNS (GLM 4)
14 MIXED DESIGN ANOVA (GLM 5)
15 NON - PARAMETRIC TESTS
16 MULTIVARIATE ANALYSIS OF VARIANCE (MANOVA)
17 EXPLORATORY FACTOR ANALYSIS
18 CATEGORICAL DATA
19 MULTILEVEL LINEAR MODELS
EPILOGUE
GLOSSARY
APPENDIX
REFERENCES
INDEX