Theory of multivariate statistics /
by Bilodeau, Martin; Brenner, David.
Material type:
BookSeries: Springer texts in statistics: Publisher: New York : Springer, c1999Description: xiv, 288 p. : ill. ; 25 cm.ISBN: 0387987398 (hardcover : alk. paper).Subject(s): Multivariate analysis
Contents:
Linear algebra -- Random vectors -- Gamma, Dirichlet, and F distributions -- Invariance -- Multivariate normal -- Multivariate sampling -- Wishart distributions -- Tests on mean and variance -- Multivariate regression -- Principal components -- Canonical correlations -- Asymptotic expansions -- Robustness -- Bootstrap confidence regions and tests -- Inversion formulas -- Multivariate cumulants -- S-plus functions.
| Item type | Current location | Collection | Call number | Status | Date due | Barcode |
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Dhaka University Science Library General Stacks | Non Fiction | 519.535 BIT (Browse shelf) | Available | 399378 |
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| 519.535 BAI Interactive spatial data analysis / | 519.535 BIA Analysis of categorical data with R / | 519.535 BIA Analysis of categorical data with R / | 519.535 BIT Theory of multivariate statistics / | 519.535 BRM Multivariate analysis of variance / | 519.535 BYS Structural equation modeling with Mplus : | 519.535 CHL Log-linear models and logistic regression / |
Includes bibliographical references (p. [263]-276) and indexes.
1. Linear algebra -- 2. Random vectors -- 3. Gamma, Dirichlet, and F distributions -- 4. Invariance -- 5. Multivariate normal -- 6. Multivariate sampling -- 7. Wishart distributions -- 8. Tests on mean and variance -- 9. Multivariate regression -- 10. Principal components -- 11. Canonical correlations -- 12. Asymptotic expansions -- 13. Robustness -- 14. Bootstrap confidence regions and tests -- A. Inversion formulas -- B. Multivariate cumulants -- C. S-plus functions.
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