Applied Regression Analysis for Business Tools, Traps and Applications /
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 busines...
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| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cham :
Springer International Publishing,
2018.
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| Ausgabe: | 1st ed. 2018. |
| Schlagworte: | |
| ISBN: | 9783319711560 |
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| 020 | |a 9783319711560 | ||
| 024 | 7 | |a 10.1007/978-3-319-71156-0 |2 doi | |
| 035 | |a CVTIDW06904 | ||
| 040 | |a Springer-Nature |b eng |c CVTISR |e AACR2 | ||
| 041 | |a eng | ||
| 100 | 1 | |a Welc, Jacek. |4 aut | |
| 245 | 1 | 0 | |a Applied Regression Analysis for Business |h [electronic resource] : |b Tools, Traps and Applications / |c by Jacek Welc, Pedro J. Rodriguez Esquerdo. |
| 250 | |a 1st ed. 2018. | ||
| 260 | 1 | |a Cham : |b Springer International Publishing, |c 2018. | |
| 300 | |a XI, 286 p. 58 illus. in color. |b online resource. | ||
| 500 | |a Business and Management | ||
| 505 | 0 | |a 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. | |
| 516 | |a text file PDF | ||
| 520 | |a 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. | ||
| 650 | 0 | |a Business mathematics. | |
| 650 | 0 | |a Statistics . | |
| 650 | 0 | |a Econometrics. | |
| 856 | 4 | 0 | |u http://hanproxy.cvtisr.sk/han/cvti-ebook-springer-eisbn-978-3-319-71156-0 |y Vzdialený prístup pre registrovaných používateľov |
| 910 | |b ZE04184 | ||
| 919 | |a 978-3-319-71156-0 | ||
| 974 | |a andrea.lebedova |f Elektronické zdroje | ||
| 992 | |a SUD | ||
| 999 | |c 271824 |d 271824 | ||

