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Elements of distribution theory /
A detailed non-measure theoretic introduction emphasizing parametric statistical models and other topics useful in understanding statistical methodology.
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York, NY :
Cambridge University Press,
2005.
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| Colección: | Cambridge series on statistical and probabilistic mathematics.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Cover; Half-title; Series-title; Title; Copyright; Dedication; Contents; Preface; 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 Approximations to the Distributions of More General Statistics.