Multivariate Analysis
- Indbinding:
- Boxset
- Sideantal:
- 607
- Udgivet:
- 14. oktober 2021
- Udgave:
- 12021
- Størrelse:
- 168x240x32 mm.
- Vægt:
- 1038 g.
- Ukendt - mangler pt..
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- Rabat på køb af fysiske bøger
- 1 valgfrit digitalt ugeblad
- 20 timers lytning og læsning
- Adgang til 70.000+ titler
- Ingen binding
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Ingen binding og kan opsiges når som helst.
- 1 valgfrit digitalt ugeblad
- 20 timers lytning og læsning
- Adgang til 70.000+ titler
- Ingen binding
Abonnementet koster 75 kr./md.
Ingen binding og kan opsiges når som helst.
Beskrivelse af Multivariate 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 IBMΓÇÖs 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 analysisRegression analysisAnalysis of varianceDiscriminant analysisLogistic regression Contingency analysisFactor analysisCluster analysisConjoint 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 ΓÇ£the textbook that has shaped market research and practice in German-speaking countriesΓÇ¥. 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.
Contents
Introduction to empirical data analysisRegression analysisAnalysis of varianceDiscriminant analysisLogistic regression Contingency analysisFactor analysisCluster analysisConjoint 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 ΓÇ£the textbook that has shaped market research and practice in German-speaking countriesΓÇ¥. 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.
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