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Data Analysis : An Introduction

Data Analysis : An Introduction - 95 edition

ISBN13: 978-0803957725

Cover of Data Analysis : An Introduction 95 (ISBN 978-0803957725)
ISBN13: 978-0803957725
ISBN10: 0803957726
Cover type:
Edition/Copyright: 95
Publisher: Sage Publications, Inc.
Published: 1995
International: No

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Data Analysis : An Introduction - 95 edition

ISBN13: 978-0803957725

Michael S. Lewis-Beck

ISBN13: 978-0803957725
ISBN10: 0803957726
Cover type:
Edition/Copyright: 95
Publisher: Sage Publications, Inc.

Published: 1995
International: No
Summary

Written at a level appropriate for the advanced undergraduate course on data analysis, this accessible volume introduces the reader to the "art" of data analysis from data-gathering to multiple regression in which a dependent variable is influenced by several independent variables. The book focuses on the interpretation of a statistical result, in particular those that come from nonexperimental social research. Using a consistent data set throughout the book in order to illustrate the various analytic techniques, the author covers such topics as univariate statistics, measures of association, the statistical significance of the relationship between two variables, and simple regression where the dependent variable is influenced by a single independent variable. The last chapter offers analysis recommendations.

Data Analysis will provide social science researchers with the tools to select and evaluate statistical tests appropriate for their particular research question.

Author Bio

Lewis-Beck, Michael : University of Iowa

Table of Contents

1. Introduction
2. Data-Gathering
3. Univariate Statistics
4. Measures of Association
5. Significance Testing
6. Simple Regression
7. Multiple Regression
8. Recommendations
9. Appendix: The Regression Assumptions


References

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