Wolfgang Karl Härdle

(Author)

Applied Multivariate Statistical Analysis (2019)Paperback - 2019, 4 December 2019

Applied Multivariate Statistical Analysis (2019)
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Print Length
558 pages
Language
English
Publisher
Springer
Date Published
4 Dec 2019
ISBN-10
3030260054
ISBN-13
9783030260057

Description

This textbook presents the tools and concepts used in multivariate data analysis in a style accessible for non-mathematicians and practitioners. All chapters include practical exercises that highlight applications in different multivariate data analysis fields, and all the examples involve high to ultra-high dimensions and represent a number of major fields in big data analysis.

For this new edition, the book has been updated and extensively revised and now includes an extended chapter on cluster analysis. All solutions to the exercises are supplemented by R and MATLAB or SAS computer code and can be downloaded from the Quantlet platform. Practical exercises from this book and their solutions can also be found in the accompanying Springer book by W.K. Härdle and Z. Hlávka: Multivariate Statistics - Exercises and Solutions.

The Quantlet platform, quantlet.de, quantlet.com, quantlet.org, is an integrated QuantNet environment consisting of different types of statistics-related documents and program codes. Its goal is to promote reproducibility and offer a platform for sharing validated knowledge native to the social web. QuantNet and the corresponding data-driven document-based visualization allow readers to reproduce the tables, pictures and calculations presented in this Springer book.

Product Details

Authors:
Wolfgang Karl HärdleLéopold Simar
Book Edition:
2019
Book Format:
Paperback
Country of Origin:
NL
Date Published:
4 December 2019
Dimensions:
23.39 x 15.6 x 2.95 cm
ISBN-10:
3030260054
ISBN-13:
9783030260057
Language:
English
Location:
Cham
Pages:
558
Publisher:
Weight:
789.25 gm

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