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Applied Regression Analysis for Business
ISBN-13:
9783319711560
Veröffentl:
2017
Seiten:
286
Autor:
Jacek Welc
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
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.
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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