A First Course in Probability and Markov Chains
by Giuseppe Modica
3 edition | ISBN: 1119944872 | 2013 | PDF | 346 pages | 3.4 MB
Provides an introduction to basic structures of probability with a view towards applications in information technology
A First Course in Probability and Markov Chains presents an introduction to the basic elements in probability and focuses on two main areas. The first part explores notions and structures in probability, including combinatorics, probability measures, probability distributions, conditional probability, inclusion-exclusion formulas, random variables, dispersion indexes, independent random variables as well as weak and strong laws of large numbers and central limit theorem.