Probability: Sampling with and without replacement. Law of Total Probability. Expectation Theory:
Expectation functions of a random variable, approximate mean and variance of a function of random
variable, Variance-Stabilizing transformations. Conditional Expectations and Variances. Relationships
between distributions. Multivariate Normal distributions. Distributions of functions of several random
variables, the transformation and distribution function method. The t-,F and Chi-squared distributions.
The distribution of order statistics. Simulation Theory.
