Aspects of multivariate statistical theory

[This book] presents a classical mathematical treatment of the techniques, distributions, and inferences based on multivariate normal distribution. Noncentral distribution theory, decision theoretic estimation of the parameters of a multivariate normal distribution, and the use of spherical and elli...

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Bibliografiske detaljer
Hovedforfatter: Muirhead, Robb J., 19..-
Format: Livre papier
Sprog:Anglais
Udgivet: New York [etc.] : J. Wiley cop. 2005.
Serier:Wiley series in probability and mathematical statistics. Probability and mathematical statistics
Fag:
Autres localisations: Voir dans le Sudoc
Indholdsfortegnelse:
  • 1- The multivariate normal and related distributions
  • 2- Jacobians, exterior products, kronecker products, and related topics
  • 3- Samples from a multivariate normal distribution, and the wishart and multivariate beta distributions
  • 4- Some results concerning decision-theoretic estimation of the parameters of a multivariate normal distribution
  • 5- Correlation coefficients
  • 6- Invariant tests and some applications
  • 7- Zonal polynomilas and some functions of matrix argument
  • 8- Some standard tests on covariance matrices and mean vectors
  • 9- Principal components and related topics
  • 10- The multivariate linear model
  • 11- Testing independence between k sets of variables and canonical correlation analysis