Multivariate Nonparametric Methods with R
Hannu. Oja
Bok Engelsk 2010 · Electronic books.
| Annen tittel | |
|---|---|
| Utgitt | New York : Springer , c2010
|
| Omfang | 1 online resource (238 p.)
|
| Opplysninger | Description based upon print version of record.. - Multivariate Nonparametric Methods with R; Preface; Notation; 1 Introduction; 2 Multivariate location and scatter models; 3 Location and scatter functionals and sample statistics; 4 Multivariate signs and ranks; 5 One-sample problem: Hotelling's T2-test; 6 One-sample problem: Spatial sign test and spatial median; 7 One-sample problem: Spatial signed-rank test and Hodges-Lehmann estimate; 8 One-sample problem: Comparisons of tests and estimates; 9 One-sample problem: Inference for shape; 10 Multivariate tests of independence; 11 Several-sample location problem; 12 Randomized blocks. - 13 Multivariate linear regression14 Analysis of cluster-correlated data; A Some vector and matrix algebra; B Asymptotical results for methods based on spatial signs; References; Index; series. - 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.
|
| Emner | |
| Sjanger | |
| Dewey | |
| ISBN | 9781441904676
|
