Quantitative data analysis : doing social research to test ideas

Treiman, Donald J., 2009
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Medienart Buch
ISBN 978-0-470-38003-1
Verfasser Treiman, Donald J. Wikipedia
Systematik A - Nachschlagewerke
Schlagworte sociology, social sciences, research, statistical methods, computer programs, stata
Verlag Jossey-Bass
Ort San Francisco, CA
Jahr 2009
Umfang XXXII, 443 p.
Altersbeschränkung keine
Reihe Research methods for the social sciences
Sprache englisch
Verfasserangabe Donald J. Treiman
Illustrationsang III.
Annotation Summary
Quantitative Data Analysis : Doing Social Research to Test Ideas
by Treiman, Donald J.

This book is an accessible introduction to quantitative data analysis, concentrating on the key issues facing those new to research, such as how to decide which statistical procedure is suitable, and how to interpret the subsequent results. Each chapter includes illustrative examples and a set of exercises that allows readers to test their understanding of the topic. The book, written for graduate students in the social sciences, public health, and education, offers a practical approach to making sociological sense out of a body of quantitative data. The book also will be useful to more experienced researchers who need a readily accessible handbook on quantitative methods.

Table of Contents

Terms of Use
Tables, Figures, Exhibits, and Boxes
Preface
The Author
Introduction
1cross-Tabulations
What This Chapter Is About
Introduction to the Book via a Concrete Example
Cross-Tabulations
What This Chapter Has Shown
2More on Tables
What This Chapter Is About
The Logic of Elaboration
Suppressor Variables
Additive and Interaction Effects
Direct Standardization
A Final Note on Statistical Controls Versus Experiments
What This Chapter Has Shown
3Still More on Tables
What This Chapter Is About
Reorganizing Tables to Extract New Information
When to Percentage a Table "Backwards"
Cross-Tabulations in Which the Dependent Variable Is Represented by a Mean
Index of Dissimilarity
Writing About Cross-Tabulations
What This Chapter Has Shown
4On the Manipulation of Data by Computer
What This Chapter Is About
Introduction
How Data Files Are Organized
Transforming Data
What This Chapter Has Shown
Appendix 4
A Doing Analysis Using Stata
Tips on Doing Analysis Using Stata
Some Particularly Useful Stata 10.0 Commands
5Introduction to Correlation and Regression (Ordinary Least Squares)
What This Chapter Is About
Introduction
Quantifying the Size of a Relationship: Regression Analysis
Assessing the Strength of a Relationship: Correlation Analysis
The Relationship Between Correlation and Regression Coefficients
Factors Affecting the Size of Correlation (and Regression) Coefficients
Correlation Ratios
What This Chapter Has Shown
6Introduction to Multiple Correlation and Regression (Ordinary Least Squares)
What This Chapter Is About
Introduction
A Worked Example: The Determinants of Literacy in China
Dummy Variables
A Strategy for Comparisons Across Groups
A Bayesian Alternative for Comparing Models
Independent Validation
What This Chapter Has Shown
7Multiple Regression Tricks: Techniques for Handling Special Analytic Problems
What This Chapter Is About
Nonlinear Transformations
Testing the Equality of Coefficients
Trend Analysis: Testing the Assumption of Linearity
Linear Splines
Expressing Coefficients as Deviations from the Grand Mean (Multiple Classifi cation Analysis)
Other Ways of Representing Dummy Variables
Decomposing the Difference Between Two Means
What This Chapter Has Shown
8Multiple Imputation of Missing Data
What This Chapter Is About
Introduction
A Worked Example: The Effect of Cultural Capital on Educational Attainment in Russia
What This Chapter Has Shown
9Sample Design and Survey Estimation
What This Chapter Is About
Survey Samples
Conclusion
What This Chapter Has Shown
10Regression Diagnostics
What This Chapter Is About
Introduction
A Worked
Exemplare
Ex.nr. Standort
52662 A

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