A first course in linear model theory

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Détails bibliographiques
Auteurs principaux : Ravishanker Nalini (Auteur), Dey Dipak Kumar (Auteur)
Format : Livre
Langue : anglais
Titre complet : A first course in linear model theory / Nalini Ravishanker and Dipak K. Dey,...
Publié : Boca Raton (Fla.), London : Chapman & Hall/CRC , cop. 2002
Description matérielle : 1 vol. (XVI-473 p.)
Collection : Texts in statistical science
Sujets :
  • 1. A Review of Vector and Matrix Algebra
  • 2. Properties of Special Matrices
  • 3. Generalized Inverses and Solutions to Linear Systems
  • 4. The General Linear Model
  • 5. Multivariate Normal and Related Distributions
  • 6. Sampling from the Multivariate Normal Distribution
  • 7. Inference for the General Linear Model
  • 8. Multiple Regression Models
  • 9. Fixed Effects Linear Models
  • 10. Random-Effects and Mixed-Effects Models
  • 11. Special Topics