Regression Inside Out

Linear regression analysis is a quantitative method used to study relations among variables, and this book emphasizes the cases (people, organizations, and nations) that comprise the variables. By re-analyzing influential published research, the authors reveal new insights and present a principled way to unlock a set of more nuanced interpretations.

Format: Paperback / softback
Length: 282 pages
Publication date: 22 February 2024
Publisher: Cambridge University Press

Linear regression analysis, a versatile quantitative method, holds a prominent position across the social sciences and beyond. Its broad applications stem from its ability to study the relationships between variables. In this captivating book, Schoon, Melamed, and Breiger take regression modeling to a new level by shifting the focus to the cases (individuals, organizations, and nations) that constitute the variables. Through a meticulous re-analysis of influential published research, they unveil fresh insights and offer a principled approach to unlock a range of nuanced interpretations that were previously unattainable. The emphasis lies in fostering intuition through practical examples that can be replicated using the provided code and datasets. By bridging the gap between quantitative and qualitative research, the authors contribute to the development of multi-method social science. This innovative approach results in a modern, accessible, and groundbreaking perspective on extracting knowledge from data.

Weight: 491g
ISBN-13: 9781108744881