Introduction to social statistics : the logic of statistical reasoning
著者
書誌事項
Introduction to social statistics : the logic of statistical reasoning
Wiley-Blackwell, c2009
- : hbk
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
Introduction to Social Statistics is a basic statistics text with a focus on the use of models for thinking through statistical problems, an accessible and consistent structure with ongoing examples across chapters, and an emphasis on the tools most commonly used in contemporary research.
Lively introductory textbook that uses three strategies to help students master statistics: use of models throughout; repetition with variation to underpin pedagogy; and emphasis on the tools most commonly used in contemporary research
Demonstrates how more than one statistical method can be used to approach a research question
Enhanced learning features include a 'walk-through' of statistical concepts, applications, features, advanced topics boxes, and a 'What Have We Learned' section at the end of each chapter
Supported by a website containing instructor materials including chapter-by-chapter PowerPoint slides, answers to exercises, and an instructor guide
Visit www.wiley.com/go/dietz for additional student and instructor resources.
目次
List of Tables.
List of Figures.
Preface: A Strategy for Approaching Quantitative Analysis.
An Introduction to Quantitative Analysis.
Some Basic Concepts.
Displaying Data One Variable at a Time.
Describing Data.
Plotting Relationships and Conditional Distributions.
Causation and Models of Causal Effects.
Probability.
Sampling Distributions and Inference.
Using Sampling Distributions: Confidence Intervals.
Using Sampling Distributions: Hypothesis Tests.
The Subtle Logic of Analysis of Variance.
Goodness of Fit and Models of Frequency Tables.
Bivariate Regression and Correlation.
Basics of Multiple Regression.
Appendix A Summary of Variables in Examples.
Appendix B Mathematics Review.
Appendix C Statistical Tables.
Glossary of Key Terms.
Notes.
Index.
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