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Advances in multivariate statistical methods

Author: Ashis Sengupta; World Scientific (Firm)
Publisher: Singapore ; Hackensack, N.J. : World Scientific Pub. Co., ©2009.
Series: Statistical science and interdisciplinary research, v. 4.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This volume contains a collection of research articles on multivariate statistical methods, encompassing both theoretical advances and emerging applications in a variety of scientific disciplines. It serves as a tribute to Professor S N Roy, an eminent statistician who has made seminal contributions to the area of multivariate statistical methods, on his birth centenary. In the area of emerging applications, the  Read more...
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Genre/Form: Electronic books
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ashis Sengupta; World Scientific (Firm)
ISBN: 9789812838247 9812838244
OCLC Number: 613388619
Description: 1 online resource (xiv, 477 pages) : illustrations (some color).
Contents: 1. High-dimensional discrete statistical models: UIP, MCP and CSI in perspectives / P.K. Sen --
2. A review of multivariate theory for high dimensional data with fewer observations / M.S. Srivastava --
3. Model based penalized clustering for multivariate data / S. Ghosh and D.K. Dey --
4. Jacobians under constraints and statistical bioinformatics / K.V. Mardia --
5. Cluster validation for microarray data: an appraisal / V. Pihur, G.N. Brock and S. Datta --
6. Flexible bivariate circular models / B.C. Arnold and A. SenGupta --
7. Optimal text space representation of student essays using latent semantic analysis / A. Villacorta and S.R. Jammalamadaka --
8. Linear regression for random measures / M.M. Rao --
9. Mixed multivariate models for random sums and maxima / T.J. Kozubowski, A.K. Panorska and F. Biondi --
10. Estimation of the multivariate Box-Cox transformation parameters / M. Rahman and L.M. Pearson --
11. Generation of multivariate densities / R.N. Rattihalli and A.N. Basugade --
12. Smooth estimation of multivariate distribution and density functions / Y.P. Chaubey --
13. Estimation using quantile function structure with emphasis on Weibull distribution / G.D. Kollia, G.S. Mudholkar and D.K. Srivastava --
14. On optimal estimating functions in the presence of nuisance parameters / P. Mukhopadhyay --
15. Inference in exponential family regression models under certain shape constraints / M. Banerjee --
16. Study of optimal adaptive rule in testing problem / S.K. Bhandari, R. Dutta and R.G. Niyogi --
17. The G-IG analogies and robust tests for inverse Gaussian scale parameters / G.S. Mudholkar, H. Wang and R. Natarajan --
18. Clusterwise regression using Dirichlet mixtures / C. Kang and S. Ghosal --
19. Bayesian analysis of rank data using SIR / A.K. Laha and S. Dongaonkar --
20. Bayesian tests of equality of stratified proportions for a multiple response categorical variable / B. Nandram --
21. Respondent-generated intervals in sample surveys: a summary / S.J. Press and J.M. Tanur --
22. Quality index and Mahalanobis D[symbol] statistic / R. Dasgupta --
23. AQL based multiattribute sampling scheme / A. Majumdar --
24. Multivariate quality management in terms of a desirability measure and a related result on purchase decision: a distributional study / D. Roy --
25. Time series of categorical data using auto-mutual information with application of fitting an AR(2) model / A. Biswas and A. Guha --
26. Estimation of integrated covolatility for asynchronous assets in the presence of microstructure noise / R. Sen and Q. Xu --
27. Improving the Hansen-Hurwitz estimator in PPSWR sampling / A.K. Adhikary.
Series Title: Statistical science and interdisciplinary research, v. 4.
Responsibility: editor, Ashis SenGupta.

Abstract:

Contains a collection of research articles on multivariate statistical methods, encompassing both theoretical advances and emerging applications in a variety of scientific disciplines. This book  Read more...

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