×

zbMATH — the first resource for mathematics

Exploratory data analysis with MATLAB. 3rd edition. (English) Zbl 1416.62025
Chapman & Hall/CRC Computer Science & Data Analysis Series. Boca Raton, FL: CRC Press (ISBN 978-1-4987-7606-6/hbk; 978-1-315-36696-8/ebook). xxv, 590 p. (2017).
From the publisher’s description: New to the third edition:
Random projections and estimating local intrinsic dimensionality
Deep learning autoencoders and stochastic neighbor embedding
Minimum spanning tree and additional cluster validity indices
Kernel density estimation
Plots for visualizing data distributions, such as beanplots and violin plots
A chapter on visualizing categorical data

See the review of the first edition in [Zbl 1067.62005]. For the second edition see [Zbl 1270.62014].
MSC:
62-02 Research exposition (monographs, survey articles) pertaining to statistics
62-07 Data analysis (statistics) (MSC2010)
62-04 Software, source code, etc. for problems pertaining to statistics
62-01 Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics
Software:
Matlab; EDA
PDF BibTeX XML Cite
Full Text: DOI