Smoothing of Multivariate Data: Density Estimation and Visualization

Smoothing of Multivariate Data: Density Estimation and Visualization

Author(s): Jussi Klemelä

Print ISBN: 9780470290880

Online ISBN: 9780470425671

DOI: 10.1002/9780470425671

Reviews


"Overall, the book complements existing books on nonparametric density estimation with its focus on multivariate data, visualization and sieve-type estimators." (Mathematical Reviews, 2011)

"The book is suitable for courses in data analysis, multivariate analysis, and nonparametric statistics at the upper-undergraduate and graduate levels. Since it combines mathematical analysis with practical implementation it is also recommended to practitioners and researchers in the fields of statistics, computer science, economics and engineering." (Zentralblatt MATH, 2011)

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