Sinossi
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.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Altre edizioni note dello stesso titolo
Risultati della ricerca per A Note on Regression Analysis and Its Misinterpretations...
Immagini fornite dal venditore
A Note on Regression Analysis and Its Misinterpretations (Classic Reprint)
Print on DemandDa: Forgotten Books, London, Regno Unito
Valutazione del venditore 4 su 5 stelle
Paperback. Condizione: 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. Codice articolo 9781334538599_0
Compra nuovo
EUR 15,31
Spedizione gratuita
Spedito da Regno Unito a U.S.A.
Spedito da Regno Unito a U.S.A.
Quantità: Più di 20 disponibili
Foto dell'editore
A Note on Regression Analysis and Its Misinterpretations Classic Reprint
Da: PBShop.store US, Wood Dale, IL, U.S.A.
Valutazione del venditore 5 su 5 stelle
PAP. Condizione: New. New Book. Shipped from UK. Established seller since 2000. Codice articolo LW-9781334538599
Compra nuovo
EUR 21,75
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: 15 disponibili
Foto dell'editore
A Note on Regression Analysis and Its Misinterpretations Classic Reprint
Da: PBShop.store UK, Fairford, GLOS, Regno Unito
Valutazione del venditore 5 su 5 stelle
PAP. Condizione: New. New Book. Shipped from UK. Established seller since 2000. Codice articolo LW-9781334538599
Compra nuovo
EUR 24,10
Spedizione EUR 3,81
Spedito da Regno Unito a U.S.A.
Spedito da Regno Unito a U.S.A.
Quantità: 15 disponibili