This class covers the following concepts: random variables, probability, discrete and continuous distributions, joint and conditional probabilities and distributions, the law of large numbers, the central limit theorem, descriptive statistics, statistical inference, inference for normally distributed data, point estimation, and two-sample tests.

Objective

Knowledge of the basic principles of probability and statistics.

Content

Introduction to probability theory, some basic principles from mathematical statistics and basic methods for applied statistics.