Probability and statistics

Course title: Probability and statistics

Code: FEIT08L010

Number of credits (ECTS): 6

Weekly number of classes: 3+2+0+0

Prerequisite for enrollment of the subject: None

Course goals/Competences: To adopt the basic concepts of probability and statistics. To develop analytical thinking, critical skills, learning ability. The obtained knowledge is necessary to study electrical engineering problems.

Total available number of classes: 180

Curriculum: Combinatorics, axioms of probability, conditional probability, independence and multiplication rule. Bayes theorem. Random variables. Discrete and continuous probability densities. Expectation and distribution parameters. Joint probability distributions. Functions of random variables. Moment generating functions.  Introduction to statistics. Methods of point estimation: method of moments, method of maximum. Tests of hypotheses. Nonparametric statistics. Regression and correlation analysis.

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