Stochastic numerical methods

Abstract

2nd ed. Experiments, models, and probabilities -- Discrete random variables -- Continuous random variables -- Pairs of random variables -- Random vectors -- Sums of random variables -- Parameter estimation using the sample mean -- Hypothesis testing -- Estimation of a random variable -- Stochastic processes -- Random signal processing -- Markov chains -- Appendices -- References -- Index.