Akademik Dersler - İçerik

1. Explain vector of random variables and distributions of random vectors. 1.1. Express marginal and conditional distributions. 1.2. Calculate conditional expected value and variance. 1.3. Identify bivariate normal distribution.
2. Find distributions of functions of random variables. 2.1. Perform Distribution function technique. 2.2. Use transformation technique. 2.3. Perform Moment generating function technique.
3. Explain concepts of population, parameter and estimator. 3.1. Express properties of sample mean and variance. 3.2. Find Sampling distributions.
4. Distinguish c onvergences types 4.1. Express convergence in probability, distribution. 4.2. Perform law of large numbers and central limit theorem. 4.3. Evalute order statistics and some related sample statistics.