SPSS 14 made simple - Paul R Kinnear

SPSS 14 Made Simple is the latest edition of one of the most popular textbooks in its field. Each statistical technique is presented in a realistic research context and, as in previous editions, is illustrated with screen snapshots of SPSS dialogue boxes and output. The book provides guidance on the choice of statistical techniques that are right for your research question and your own data, and advises on how to report the results of statistical analysis.

Coverage has been expanded to include several additional topics such as analysis of covariance, partial correlation, multivariate analysis of variance, reliability, signal detection and ROC curves, and Cohen's kappa. Other sections, such as those on power and effect size, have been fully revised and updated. There is also extensive consideration of the new and powerful graphical methods offered by SPSS 14, which are of great assistance at the exploratory stage in data analysis.

The first chapter sets the scene with a survey of different research situations, key terms and advice on the choice of appropriate statistical methods. It provides clear signposts to where each procedure is described in the body of the book. The next chapters introduce you to SPSS and how to use it to get to know your data and graphical methods. Each of the remaining chapters concentrates on one particular kind of research situation and the statistical techniques that are applicable. There are chapters on t-tests, analysis of variance and covariance, correlation and regression, multiway frequency analysis, discriminant analysis, logistic regression and factor analysis. Where appropriate, details of nonparametric tests have also been included.

In summary, SPSS 14 Made Simple:

Shows you how to get the most out of your data

Helps you to choose an appropriate statistical technique

Helps you to avoid pitfalls

Has plentiful screen images of menus and fully annotated dialogue boxes

Shows you how to report the results of your statistical analysis

Includes many exercises, both chapter-specific and more general

Has a comprehensive index

Has a helpful glossary.