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Applied Regression Analysis for Business = Tools, Traps and Applications /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Applied Regression Analysis for Business/ by Jacek Welc, Pedro J. Rodriguez Esquerdo.
Reminder of title:	Tools, Traps and Applications /
Author:	Welc, Jacek.
other author:	Esquerdo, Pedro J. Rodriguez.
Description:	XI, 286 p. 58 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Business mathematics. -
Online resource:	https://doi.org/10.1007/978-3-319-71156-0
ISBN:	9783319711560

Applied Regression Analysis for Business = Tools, Traps and Applications /
Welc, Jacek.

Applied Regression Analysis for BusinessTools, Traps and Applications /[electronic resource] :by Jacek Welc, Pedro J. Rodriguez Esquerdo. - 1st ed. 2018. - XI, 286 p. 58 illus. in color.online resource.

Preface.- Basics of regression models.- Relevance of outlying and influential observations for regression analysis.- Basic procedure for multiple regression model building -- Verification of multiple regression model -- Common adjustments to multiple regressions -- Common pitfalls in regression analysis -- Regression analysis of discrete dependent variables -- Real-life case-study: The quarterly sales revenues of Nokia Corporation -- Real-life case-study: Identifying overvalued and undervalued airlines -- Appendix: Statistical Tables.

This book offers hands-on statistical tools for business professionals by focusing on the practical application of a single-equation regression. The authors discuss commonly applied econometric procedures, which are useful in building regression models for economic forecasting and supporting business decisions. A significant part of the book is devoted to traps and pitfalls in implementing regression analysis in real-world scenarios. The book consists of nine chapters, the final two of which are fully devoted to case studies. Today's business environment is characterised by a huge amount of economic data. Making successful business decisions under such data-abundant conditions requires objective analytical tools, which can help to identify and quantify multiple relationships between dozens of economic variables. Single-equation regression analysis, which is discussed in this book, is one such tool. The book offers a valuable guide and is relevant in various areas of economic and business analysis, including marketing, financial and operational management.

ISBN: 9783319711560

Standard No.: 10.1007/978-3-319-71156-0doiSubjects--Topical Terms:

557696
Business mathematics.

LC Class. No.: HF5691-5716

Dewey Class. No.: 330.0151

Applied Regression Analysis for Business = Tools, Traps and Applications /
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