國立虎尾科技大學 |

Multivariate Analysis = An Application-Oriented Introduction /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Multivariate Analysis/ by Klaus Backhaus, Bernd Erichson, Sonja Gensler, Rolf Weiber, Thomas Weiber.
其他題名:	An Application-Oriented Introduction /
作者:	Backhaus, Klaus.
其他作者:	Weiber, Thomas.
面頁冊數:	IX, 607 p. 335 illus., 309 illus. in color. Textbook for German language market.online resource. :
Contained By:	Springer Nature eBook
標題:	Psychological Methods/Evaluation. -
電子資源:	https://doi.org/10.1007/978-3-658-32589-3
ISBN:	9783658325893

Multivariate Analysis = An Application-Oriented Introduction /
Backhaus, Klaus.

Multivariate AnalysisAn Application-Oriented Introduction /[electronic resource] :by Klaus Backhaus, Bernd Erichson, Sonja Gensler, Rolf Weiber, Thomas Weiber. - 1st ed. 2021. - IX, 607 p. 335 illus., 309 illus. in color. Textbook for German language market.online resource.

Introduction to empirical data analysis -- Regression analysis -- Analysis of variance -- Discriminant analysis -- Logistic regression -- Contingency analysis -- Factor analysis -- Cluster analysis -- Conjoint analysis.

Data can be extremely valuable if we are able to extract information from them. This is why multivariate data analysis is essential for business and science. This book offers an easy-to-understand introduction to the most relevant methods of multivariate data analysis. It is strictly application-oriented, requires little knowledge of mathematics and statistics, demonstrates the procedures with numerical examples and illustrates each method via a case study solved with IBM’s statistical software package SPSS. Extensions of the methods and links to other procedures are discussed and recommendations for application are given. An introductory chapter presents the basic ideas of the multivariate methods covered in the book and refreshes statistical basics which are relevant to all methods. 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 is now available in its 16th edition. In 2015, this book 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 available in its 3rd edition. On the website www.multivariate-methods.info, the authors further analyze the data with Excel and R and provide 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.

ISBN: 9783658325893

Standard No.: 10.1007/978-3-658-32589-3doiSubjects--Topical Terms:

677588
Psychological Methods/Evaluation.

LC Class. No.: HF5410-5417.5

Dewey Class. No.: 658.8

Multivariate Analysis = An Application-Oriented Introduction /
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