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Regression Inside Out

Regression Inside Out

Paperback

Series: Strategies for Social Inquiry

General Sociology

ISBN10: 1108744885
ISBN13: 9781108744881
Publisher: Cambridge University Press
Published: Feb 22 2024
Pages: 282
Weight: 1.00
Height: 0.59 Width: 6.69 Depth: 9.61
Language: English
Linear regression analysis, with its many generalizations, is the predominant quantitative method used throughout the social sciences and beyond. The goal of the method is to study relations among variables. In this book, Schoon, Melamed and Breiger turn regression modeling inside out to put the emphasis on the cases (people, organizations, and nations) that comprise the variables. By re-analyzing influential published research, they reveal new insights and present a principled way to unlock a set of more nuanced interpretations than has previously been attainable. The emphasis is on intuition and examples that can be reproduced using the code and datasets provided. Relating their contributions to methodologies that operate under quite different philosophical assumptions, the authors advance multi-method social science and help to bridge the divide between quantitative and qualitative research. The result is a modern, accessible, and innovative take on extracting knowledge from data.

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Schoon, Eric W.

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General Sociology