MAT 271E - Probability and Statistics

Course Objectives

Teach the main probability and statistical methods and techniques to engineering students, make them to be able to interpret the data that they are interested in.

Course Description

Concept of Probability, conditional probability and independency, random variables, Probability density function, distribution function, discrete disributions: Bernoulli, Binomial, Poisson, continuous distributions: Normal, Gamma, Exponential, Expectation, Moment generating function, mean, variance, standart deviation, covariance, correlation, sampling distribution, Hypothesis testing, Regression.