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Applied Multivariate Statistical Analysis (Paperback, 5th ed. 2019)
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Applied Multivariate Statistical Analysis (Paperback, 5th ed. 2019)
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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. Hardle and Z.
Hlavka: 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.
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