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Probability Theory: A Comprehensive Course

This popular textbook, now in a revised and expanded third edition, presents a comprehensive course in modern probability theory.

Probability plays an increasingly important role not only in mathematics, but also in physics, biology, finance and computer science, helping to understand phenomena such as magnetism, genetic diversity and market volatility, and also to construct efficient algorithms. Starting with the very basics, this textbook covers a wide variety of topics in probability, including many not usually found in introductory books, such as:

  • limit theorems for sums of random variables
  • martingales
  • percolation
  • Markov chains and electrical networks
  • construction of stochastic processes
  • Poisson point process and infinite divisibility
  • large deviation principles and statistical physics
  • Brownian motion
  • stochastic integrals and stochastic differential equations.
The presentation is self-contained and mathematically rigorous, with the material on probability theory interspersed with chapters on measure theory to better illustrate the power of abstract concepts.

This third edition has been carefully extended and includes new features, such as concise summaries at the end of each section and additional questions to encourage self-reflection, as well as updates to the figures and computer simulations. With a wealth of examples and more than 290 exercises, as well as biographical details of key mathematicians, it will be of use to students and researchers in mathematics, statistics, physics, computer science, economics and biology.

Procurando Probability Theory: A Comprehensive Course? Aqui você encontra tudo sobre este livro de Achim Klenke, publicado por Springer em 31 de outubro de 2020. Nesta página estão a descrição da obra, os detalhes da edição (716 páginas) e os formatos disponíveis para baixar: pdf, epub, txt, djvu. Se você gosta de Livros Internacionais, Ciências Tecnológicas, Matemática, Aplicada, Probabilidade e Estatística, explore também outros títulos da mesma categoria no Encontrando os melhores livros. Veja ainda as outras obras de Achim Klenke em nosso catálogo.

Número de páginas:716
Isbn 10:3030564010
Isbn 13:9783030564018
Encadernação:Capa Comum
Edição Probability Theory: A Comprehensive Course:3rd 2020 ed.