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Multiple Regression: A Practical Introduction by Aki

Multiple Regression: A Practical Introduction

by Aki
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Book cover type: Paperback
  • ISBN13: 9781544339702
  • Binding: Paperback
  • Subject: N/A
  • Publisher: SAGE Publications Inc
  • Publisher Imprint: SAGE Publications Inc
  • Publication Date:
  • Pages: 280
  • Original Price: USD 116.0
  • Language: English
  • Edition: N/A
  • Item Weight: 499 grams
  • BISAC Subject(s): Statistics

Multiple Regression: A Practical Introduction is a text for an advanced undergraduate or beginning graduate course in statistics for social science and related fields. Also, students preparing for more advanced courses can self-study the text to refresh and solidify their statistical background. Drawing on decades of teaching this material, the authors present the ideas in an approachable and nontechnical manner, with no expectation that readers have more than a standard introductory statistics course as background. Multiple regression asks how a dependent variable is related to, or predicted by, a set of independent variables. The book includes many interesting example analyses and interpretations, along with exercises. Each dataset used for the examples and exercises is small enough for readers to easily grasp the entire dataset and its analysis with respect to the specific statistical techniques covered. SPSS, Stata, SAS, and R code and commands for each type of analysis or recoding of variables in the book are available on an accompanying website, along with solutions to the exercises (on the instructor site).

Aki Roberts is Associate Professor in the Sociology Department at the University of Wisconsin-Milwaukee. Her research focuses on policing, crime statistics, and comparative criminology. She regularly teaches the two undergraduate statistics courses in her department, Soc. 261 (Introduction to Statistical Thinking in Sociology) and Soc. 461 (Multivariate Data Analysis for Social Research), as well as course for MA and and PhD students, Soc, . 761 (Advanced Statistical Methods in Sociology). The manuscript for this book has been class-tested in Soc. 461.

John Roberts is Professor and Director of Graduate Studies in the Sociology Department at the University of Wisconsin-Milwaukee. His teaching and research interests are social networks, data analysis, and research methods.

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