03631nam 22005295 450 991029818250332120200706234939.03-319-71156-310.1007/978-3-319-71156-0(CKB)4100000001381659(DE-He213)978-3-319-71156-0(MiAaPQ)EBC5210923(PPN)222230754(EXLCZ)99410000000138165920171229d2018 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierApplied Regression Analysis for Business Tools, Traps and Applications /by Jacek Welc, Pedro J. Rodriguez Esquerdo1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (XI, 286 p. 58 illus. in color.) Includes index.3-319-71155-5 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.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.Business mathematicsStatisticsEconometricsBusiness Mathematicshttps://scigraph.springernature.com/ontologies/product-market-codes/523000Statistics for Business, Management, Economics, Finance, Insurancehttps://scigraph.springernature.com/ontologies/product-market-codes/S17010Econometricshttps://scigraph.springernature.com/ontologies/product-market-codes/W29010Business mathematics.Statistics.Econometrics.Business Mathematics.Statistics for Business, Management, Economics, Finance, Insurance.Econometrics.330.0151Welc Jacekauthttp://id.loc.gov/vocabulary/relators/aut984146Esquerdo Pedro J. Rodriguezauthttp://id.loc.gov/vocabulary/relators/autBOOK9910298182503321Applied Regression Analysis for Business2546067UNINA