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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Hlavní autor: Welc, Jacek (Autor)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer International Publishing, 2018.
Vydání:1st ed. 2018.
Témata:
Business mathematics.
Statistics .
Econometrics.
ISBN:9783319711560
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Obsah:
  • 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.

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