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Multivariate Nonparametric Methods with R
Hannu Oja
€ 129.95
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Description for Multivariate Nonparametric Methods with R
Paperback. Offers a fresh, fairly efficient, and robust alternative to analyzing multivariate data. This monograph provides an overview of the theory of multivariate nonparametric methods based on spatial signs and ranks. It uses marginal signs and ranks and different type of L1 norm. Series: Lecture Notes in Statistics. Num Pages: 248 pages, biography. BIC Classification: KCH; PBKS; PBT; UGK; UYQP. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 13. Weight in Grams: 356.
This book introduces a new way to analyze multivariate data. The analysis of data based on multivariate spatial signs and ranks proceeds very much as does a tra- tional multivariate analysis relying on the assumption of multivariate normality: the L norm is just replaced by different L norms, observation vectors are replaced by 2 1 their(standardizedandcentered)spatial signsandranks,andso on.Themethodsare fairly ef?cient and robust, and no moment assumptions are needed. A uni?ed t- ory starting with the simple one-sample location problem and proceeding through the several-sample location problems to the general multivariate linear regression model and ?nally to the analysis of cluster-dependent ... Read more
This book introduces a new way to analyze multivariate data. The analysis of data based on multivariate spatial signs and ranks proceeds very much as does a tra- tional multivariate analysis relying on the assumption of multivariate normality: the L norm is just replaced by different L norms, observation vectors are replaced by 2 1 their(standardizedandcentered)spatial signsandranks,andso on.Themethodsare fairly ef?cient and robust, and no moment assumptions are needed. A uni?ed t- ory starting with the simple one-sample location problem and proceeding through the several-sample location problems to the general multivariate linear regression model and ?nally to the analysis of cluster-dependent ... Read more
Product Details
Format
Paperback
Publication date
2010
Publisher
Springer-Verlag New York Inc. United States
Number of pages
248
Condition
New
Series
Lecture Notes in Statistics
Number of Pages
234
Place of Publication
New York, NY, United States
ISBN
9781441904676
SKU
V9781441904676
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Multivariate Nonparametric Methods with R
From the reviews: “This monograph, part of the Lecture Notes in Statistics series, provides a complete overview of multivariate analysis methods based on spatial signs and ranks. It covers a wide range of topics in classical multivariate analysis and presents some deep theoretical results. … It may serve as ‘a general reference for the latest developments in the area.’ ... Read more