Fundamentals of probability, with stochastic processes

✍ Scribed by Saeed Ghahramani

• Publisher: Pearson/Prentice Hall
• Year: 2004
• Tongue: English
• Leaves: 673
• Edition: 3ed.
• Category: Library

✦ Synopsis

Major changes in this edition include the substitution of probabilistic arguments for combinatorial artifices, and the addition of new sections on branching processes, Markov chains, and the De Moivre-Laplace theorem Axioms of Probability -- Combinatorial Methods -- Conditional Probability and Independence -- Distribution Functions and Discrete Random Variables -- Special Discrete Distributions -- Continuous Random Variables -- Special Continuous Distributions -- Bivariate Distributions -- Multivariate Distributions -- More Expectations and Variances -- Sums of Independent Random Variables and Limit Theorems -- Stochastic Processes -- Simulation