Applied Regression Analysis for Business

Tools, Traps and Applications

Autoren: Welc, Jacek, Esquerdo, Pedro Juan Rodriguez

  • Offers business professionals a hands-on introduction to regression analysis
  • Explains the identification and treatment of outlying and influential observations
  • Discusses selected pitfalls of regression analysis
Weitere Vorteile

Dieses Buch kaufen

eBook 67,82 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-71156-0
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate:
  • eBooks sind auf allen Endgeräten nutzbar
  • Sofortiger eBook Download nach Kauf
Hardcover 85,59 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-71155-3
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
Über dieses Buch

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.

Über den Autor

Jacek Welc obtained his Ph.D. in Economics for his thesis on “Autoregressive Distributed Lags in Forecasting Regional Business Cycles” in 2008 from the Wroclaw University of Economics, after having graduated there with a Master of Economics in 2003. Besides having published more than forty research papers, Welc has been active in professional corporate finance services, including financial statement auditing and company valuations, which mainly involve companies listed on the Warsaw Stock Exchange.

Pedro J. Rodriguez Esquerdo obtained his Ph.D. in Mathematics in 1983 from the University of California, Santa Barbara, after he graduated with a Master in Statistics in 1980 and a Master in Economics in 1981. He published several academic textbooks on mathematics and statistics including “Estadistica Descriptiva. Una Introduccion Conceptual Al Analisis”.

Inhaltsverzeichnis (9 Kapitel)

  • Basics of Regression Models

    Welc, Jacek (et al.)

    Seiten 1-6

  • Relevance of Outlying and Influential Observations for Regression Analysis

    Welc, Jacek (et al.)

    Seiten 7-35

  • Basic Procedure for Multiple Regression Model Building

    Welc, Jacek (et al.)

    Seiten 37-61

  • Verification of the Multiple Regression Model

    Welc, Jacek (et al.)

    Seiten 63-130

  • Common Adjustments to Multiple Regressions

    Welc, Jacek (et al.)

    Seiten 131-172

Dieses Buch kaufen

eBook 67,82 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-71156-0
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate:
  • eBooks sind auf allen Endgeräten nutzbar
  • Sofortiger eBook Download nach Kauf
Hardcover 85,59 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-319-71155-3
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
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Bibliografische Information

Bibliographic Information
Buchtitel
Applied Regression Analysis for Business
Buchuntertitel
Tools, Traps and Applications
Autoren
Copyright
2018
Verlag
Springer International Publishing
Copyright Inhaber
Springer International Publishing AG
eBook ISBN
978-3-319-71156-0
DOI
10.1007/978-3-319-71156-0
Hardcover ISBN
978-3-319-71155-3
Auflage
1
Seitenzahl
XI, 286
Anzahl der Bilder und Tabellen
58 Abbildungen in Farbe
Themen