Synopsis
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.
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A Note on Regression Analysis and Its Misinterpretations (Classic Reprint)
impression à la demandeVendeur : Forgotten Books, London, Royaume-Uni
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Paperback. Etat : New. 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. print-on-demand item. N° de réf. du vendeur 9781334538599_0
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A Note on Regression Analysis and Its Misinterpretations Classic Reprint
Vendeur : PBShop.store US, Wood Dale, IL, Etats-Unis
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PAP. Etat : New. New Book. Shipped from UK. Established seller since 2000. N° de réf. du vendeur LW-9781334538599
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A Note on Regression Analysis and Its Misinterpretations Classic Reprint
Vendeur : PBShop.store UK, Fairford, GLOS, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
PAP. Etat : New. New Book. Shipped from UK. Established seller since 2000. N° de réf. du vendeur LW-9781334538599
Acheter neuf
EUR 20,45
Expédition à EUR 3,79
Expédition depuis Royaume-Uni vers Etats-Unis
Expédition depuis Royaume-Uni vers Etats-Unis
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