Multivariate Analysis : An Application-Oriented Introduction / / by Klaus Backhaus, Bernd Erichson, Sonja Gensler, Rolf Weiber, Thomas Weiber

• Autore: Backhaus Klaus
• Pubblicazione: Wiesbaden : , : Springer Fachmedien Wiesbaden : , : Imprint : Springer Gabler, , 2025
• Edizione: 3rd ed. 2025.
• Descrizione fisica: 1 online resource (690 pages)
• Disciplina: 519.535
• Soggetto topico: Marketing; Statistics; Psychology - Methodology; Statistics in Business, Management, Economics, Finance, Insurance; Psychological Methods
• Altri autori: ErichsonBernd GenslerSonja WeiberRolf WeiberThomas
• Nota di contenuto: Introduction to empirical data analysis -- Regression analysis -- Analysis of variance -- Discriminant analysis -- Logistic regression -- Contingency analysis -- Factor analysis -- Cluster analysis -- Conjoint analysis.
• Sommario/riassunto: We live in a world driven by data. Yet, data alone holds no value unless we can extract meaningful insights from it. Multivariate data analysis provides the essential tools to unlock this potential. This book offers an easy-to-understand introduction to the most important methods of multivariate data analysis. With a strong application focus, it requires only basic knowledge of mathematics and statistics. The methods are demonstrated through numerical examples and illustrated with detailed case studies. Additionally, the introductory chapter refreshes key statistical fundamentals relevant to all methods covered in the book. For the 3rd edition, all chapters have been thoroughly reviewed and recalculated using the latest version of IBM SPSS. Contents Introduction to empirical data analysis Regression analysis Analysis of variance Discriminant analysis Logistic regression Contingency analysis Factor analysis Cluster analysis Conjoint analysis The original German version of this book is now available in its 18th edition. In 2015, the German edition was honored by the Federal Association of German Market and Social Researchers as “the textbook that has shaped market research and practice in German-speaking countries”. A Chinese version is also available in its 3rd edition. On the website www.multivariate-methods.info, the authors provide examples in Excel and R as well as additional material to facilitate the understanding of the different multivariate methods. In addition, interactive flashcards are available to the reader for reviewing selected focal points. Download the Springer Nature Flashcards App and use exclusive content to test your knowledge. The authors ((Please insert here the fotographs of authors in order of appearance)) www.multivariate-methods.info .
• Titolo autorizzato: Multivariate Analysis
• ISBN: 9783658479312; 9783658479305
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911021972603321
• Lo trovi qui: Univ. Federico II
• Serie: Business and Economics (German Language) Series