A Note on Regression Analysis and Its Misinterpretations (Classic Reprint)

Language: English

Published by Forgotten Books, 2018

133453859X / 9781334538599

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Print on Demand. This book delves into the complexities of regression analysis, a crucial statistical tool used to uncover relationships between variables. The author meticulously examines the underlying assumptions that underpin regression analysis, highlighting the potential pitfalls that can lead to misinterpretations. By exploring the interplay between functional form, data completeness, independent variable characteristics, homoscedasticity, error independence, orthogonality, and static relationships, the book provides a comprehensive framework for understanding the strengths and limitations of regression analysis. The author emphasizes the importance of addressing multicollinearity, a common problem that can distort regression results. They discuss various approaches to mitigating this issue, including factor analysis and controlled experimentation. Throughout the book, the author demonstrates how violating even one assumption can impact the validity of regression analysis, underscoring the need for careful consideration of the underlying data and model specifications. Ultimately, this book serves as an invaluable resource for practitioners and researchers, offering a deep understanding of the fundamental principles and potential pitfalls of regression analysis, empowering them to make well-informed decisions when using this statistical technique. This book is a reproduction of an important historical work, digitally reconstructed using state-of-the-art technology to preserve the original format. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in the book.

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Title
A Note on Regression Analysis and Its Misinterpretations (Classic Reprint)
Author
Peer Soelberg
Publisher
Forgotten Books
Publication year
2018
Condition
New
Book Type
print-on-demand item
Binding
Paperback
Language
English
ISBN 10
133453859X
ISBN 13
9781334538599
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Forgotten Books

London, United Kingdom

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Forgotten Books’ Classic Reprint Series utilizes the latest technology to regenerate facsimiles of historically important writings. Careful attention has been made to accurately preserve the original format of each page whilst digitally enhancing the quality of the aged text.

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