EEF 271E - Probability and Statistics

Course Objectives

The aim of this course is to give the basics of probability and statistics. To gain the infrastructure to apply these in estimation theory and communication systems.

Course Description

Basic probability, axioms and elementary theorems, conditional probability, rule of Bayes; random variables and distributions, Binomial, Poisson and Gaussian distributions; mean and variance of a probability distribution. Continuous random variables, discrete random variables, joint probability density functions. Descriptive statistics, sampling theory, estimation theory, test of hypothesis and significance, claims, tests, and conclusions.