Screen LibraryRegression analysis for the social sciences
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| Main Authors: | |
|---|---|
| Published: |
Routledge,
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| Publisher Address: | New York, NY |
| Publication Dates: | 2010. |
| Literature type: | Book |
| Language: | English |
| Subjects: | |
| Carrier Form: | xxii, 605 p.: ill. ; 25 cm. |
| ISBN: |
9780415991544 (hardback) 0415991544 (hardback) 9780203892497 (e-book) 0203892496 (e-book) |
| Index Number: | C91 |
| CLC: | C91 |
| Call Number: | C91/G664 |
| Contents: |
Includes bibliographical references and index. Examples of social science research using regression analysis -- Planning a quantitative research project with existing data -- Basic features of statistical packages and data documentation -- Basics of writing batch programs with statistical packages -- Basic concepts of bivariate regression -- Basic concepts of multiple regression -- Dummy variables -- Interactions -- Nonlinear relationships -- Indirect effects and omitted variable bias -- Outliers, heteroskedasticity, and multicollinearity -- Putting it all together and thinking about where to go next. |