Applied Regression Analysis for Business : Tools, Traps and Applications / / by Jacek Welc, Pedro J. Rodriguez Esquerdo
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| Autore: |
Welc Jacek
|
| Titolo: |
Applied Regression Analysis for Business : Tools, Traps and Applications / / by Jacek Welc, Pedro J. Rodriguez Esquerdo
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Edizione: | 1st ed. 2018. |
| Descrizione fisica: | 1 online resource (XI, 286 p. 58 illus. in color.) |
| Disciplina: | 330.0151 |
| Soggetto topico: | Business mathematics |
| Statistics | |
| Econometrics | |
| Business Mathematics | |
| Statistics for Business, Management, Economics, Finance, Insurance | |
| Persona (resp. second.): | EsquerdoPedro J. Rodriguez |
| Note generali: | Includes index. |
| Nota di contenuto: | 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. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Applied Regression Analysis for Business |
| ISBN: | 3-319-71156-3 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910298182503321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |