Schoon E Regression Inside Out 2024
General:
Name: Schoon E Regression Inside Out 2024
Format: pdf
Size: 23.54 MB
Book:
Title: Regression Inside Out
Author: Eric W. Schoon, David Melamed, Ronald L. Breiger
Language: polski
Year: 2024
Subjects: Social Sciences, Social Sciences – General & Miscellaneous, Social Sciences – Research
Publisher: Cambridge University Press
ISBN: 9781108898133
Total pages: 295
Description:
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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