Applied Regression Analysis for Business
Pedro J. Rodriguez Esquerdo, Jacek Welc
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Springer International Publishing
Sozialwissenschaften, Recht, Wirtschaft / Allgemeines, Lexika
Beschreibung
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.
Kundenbewertungen
Outlying observations, Regression analysis for business, Basics of regression, Statistical analysis, Regression analysis of discrete dependent variables, Real-life examples of business analysis, Pitfalls in regression analysis, Business forecasting, Single-equation models, Multiple regression model, Regression analysis