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Applied Multivariate Statistical Analysis
Engelsk Paperback
Applied Multivariate Statistical Analysis
Engelsk Paperback

1.002 kr
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Om denne bog
Now in its sixth edition, this textbook presents the tools and concepts used in multivariate data analysis in a style accessible for non-mathematicians and practitioners. Each chapter features hands-on exercises that showcase applications across various fields of multivariate data analysis. These exercises utilize high-dimensional to ultra-high-dimensional data, reflecting real-world challenges in big data analysis. For this new edition, the book has been updated and revised and now includes new chapters on modern machine learning techniques for dimension reduction and data visualization, namely locally linear embedding, t-distributed stochastic neighborhood embedding, and uniform manifold approximation and projection, which overcome the shortcomings of traditional visualization and dimension reduction techniques. Solutions to the book’s exercises are supplemented by R and MATLAB or SAS computer code and are available online on the Quantlet and Quantinar platforms. 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.
Product detaljer
Sprog:
Engelsk
Sider:
613
ISBN-13:
9783031638329
Indbinding:
Paperback
Udgave:
ISBN-10:
3031638328
Udg. Dato:
29 sep 2024
Længde:
39mm
Bredde:
234mm
Højde:
155mm
Forlag:
Springer International Publishing AG
Oplagsdato:
29 sep 2024
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