SPSS survival manual

Front cover......Page 1
Title page......Page 4
Copyright page......Page 5
Contents......Page 6
Preface......Page 8
Data files and website......Page 9
Introduction and overview......Page 11
PART ONE Getting started......Page 16
1 Designing a study......Page 18
2 Preparing a codebook......Page 26
3 Getting to know SPSS......Page 29
PART TWO Preparing the data file......Page 40
4 Creating a data file and entering data......Page 42
5 Screening and cleaning the data......Page 58
PART THREE Preliminary analyses......Page 66
6 Descriptive statistics......Page 68
7 Using graphs to describe and explore the data......Page 81
8 Manipulating the data......Page 98
9 Checking the reliability of a scale......Page 112
10 Choosing the right statistic......Page 117
PART FOUR Statistical techniques to explore relationships among variables......Page 136
11 Correlation......Page 143
12 Partial correlation......Page 158
13 Multiple regression......Page 163
14 Logistic regression......Page 183
15 Factor analysis......Page 196
PART FIVE Statistical techniques to compare groups......Page 218
16 Non-parametric statistics......Page 228
17 T-tests......Page 254
18 One-way analysis of variance......Page 264
19 Two-way between-groups ANOVA......Page 280
20 Mixed between-within subjects analysis of variance......Page 289
21 Multivariate analysis of variance......Page 298
22 Analysis of covariance......Page 312
Appendix Details of data files......Page 334
Recommended reading......Page 349
References......Page 352
Index......Page 356
Back cover......Page 361