ELEMENTS OF DISTRIBUTION THEORY

Le Monde En Tique

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Ouvrage 9780521844727 : ELEMENTS OF DISTRIBUTION THEORY
Contents
1. Properties of probability distributions; 2. Conditional distributions and expectation; 3. Characteristic functions; 4. Moments and cumulants; 5. Parametric families of distributions; 6. Stochastic processes; 7. Distribution theory for functions of random variables; 8. Normal distribution theory; 9. Approximation of integrals; 10. Orthogonal polynomials; 11. Approximation of probability distributions; 12. Central limit theorems; 13. Approximation to the distributions of more general statistics; 14. Higher-order asymptotic approximations.


Auteur : SEVERINI
Editeur : CAMBRIDGE UNIVERSITY PRESS
Nombre de pages : 568
Date de publication : 09 2005

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