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E-raamat: Quantitative Data Analysis with SPSS 12 and 13: A Guide for Social Scientists

  • Formaat: 394 pages
  • Ilmumisaeg: 01-Dec-2004
  • Kirjastus: Routledge
  • Keel: eng
  • ISBN-13: 9781134327140
  • Formaat - EPUB+DRM
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  • Formaat: 394 pages
  • Ilmumisaeg: 01-Dec-2004
  • Kirjastus: Routledge
  • Keel: eng
  • ISBN-13: 9781134327140

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This new edition has been completely updated to accommodate the needs of users of SPSS Release 12 and 13 for Windows, whilst still being applicable to those using SPSS Release 11 and 10.

Alan Bryman and Duncan Cramer provide a non-technical approach to quantitative data analysis and a user-friendly introduction to the widely used SPSS. No previous familiarity with computing or statistics is required to benefit from this step-by-step guide to techniques including:

  • Non-parametric tests
  • Correlation
  • Simple and multiple regression
  • Multivarate analysis of variance and covariance
  • Factor analysis

The authors discuss key issues facing the newcomer to research, such as how to decide which statistical procedure is suitable, and how to interpret the subsequent results. Each chapter contains worked examples to illustrate the points raised and ends with a comprehensive range of exercises which allow the reader to test their understanding of the topic.

This new edition of this hugely successful textbook will guide the reader through the basics of quantitative data analysis and become an essential reference tool for both students and researchers in the social sciences.

The datasets used in Quantitative Data Analysis for SPSS Release 12 and 13 are available online at www.psypress.com/brymancramer/ .

Arvustused

"The strengths of this book include its ability to integrate good advice on choosing the appropriate statistical test for the data yielded, procedures for carrying out appropriate statistical analyses, and on the interpretation of the findings from the analyses. It will prove an essential guide to students and researchers alike." - Tom Heffernan, Senior Lecturer in Psychology, Northumbria University

List of figures
ix
List of tables
xiii
List of boxes (screenshots)
xix
Preface xxiii
Data analysis and the research process
1(18)
Analysing data with computers: first steps with SPSS 12 and 13
19(28)
Analysing data with computers: further steps with SPSS 12 and 13
47(18)
Concepts and their measurement
65(20)
Summarising data
85(36)
Sampling and statistical significance
121(20)
Bivariate analysis: exploring differences between scores on two variables
141(58)
Bivariate analysis: exploring relationships between two variables
199(48)
Multivariate analysis: exploring differences among three or more variables
247(36)
Multivariate analysis: exploring relationships among three or more variables
283(40)
Aggregating variables: exploratory factor analysis
323(18)
Answers to exercises 341(12)
Appendix 353(2)
Bibliography 355(4)
Index 359


Alan Bryman, Duncan Cramer