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Applied Regression Analysis for Business: Tools, Traps and Applications
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Applied Regression Analysis for Business: Tools, Traps and Applications
Welc, Jacek; Esquerdo, Pedro J. Rodriguez
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.
Details
Published by: Springer
Publication Date: 2019-06-06
Format: Paperback
ISBN-13: 9783319890418
DOI: 10.1007/978-3-319-71156-0
Dimensions: 235cm x155cm
Pages: 286