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Fundamentals of Probability: A First Course

This is a text encompassing all of the standard topics in introductory probability theory, together with a significant amount of optional material of emerging importance. The emphasis is on a lucid and accessible writing style, mixed with a large number of interesting examples of a diverse nature. T...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: DasGupta, Anirban (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Springer Texts in Statistics,
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introducing Probability
  • The Birthday and Matching Problems
  • Conditional Probability and Independence
  • Integer-Valued and Discrete Random Variables
  • Generating Functions
  • Standard Discrete Distributions
  • Continuous Random Variables
  • Some Special Continuous Distributions
  • Normal Distribution
  • Normal Approximations and the Central Limit Theorem
  • Multivariate Discrete Distributions
  • Multidimensional Densities
  • Convolutions and Transformations
  • Markov Chains and Applications
  • Urn Models in Physics and Genetics.