Probability definitions and concepts; Conditional probability; Statistical independence and Bayes
theorem; Discrete and continuous random variables; Distribution functions; Probability
distributions and moments; Random variables and their probability distributions including
uniform, binomial, geometric, Poisson, normal, and exponential distributions; Expected value
and variance; Stochastic simulation; Sampling distributions; Maximum likelihood and least
squares methods of estimation; Statistical inference including hypothesis testing and interval
estimation; Applications using MATLAB;
For further information :