Learning outcomes

An introduction to basic concepts of probability.

Contents

Probability, basic concepts and properties, random variable, distribution of a random variable, numerical characteristics of a random variable

Teaching methods

Teaching method	Contact	Online
Lectures	26 h	0 h
Exercises	12 h	0 h

Teaching language

Finnish

Evaluation

Numeric 1-5.

Recommended year of study

2. year autumn

Study materials

1. Lecture notes in Finnish
2. Huuhtanen, P., Kallinen, A., Matemaattinen tilastotiede. Tampereen yliopisto 1998.
3. Hogg, R. V., Tanis, E. A., Probability and statistical inference. Prentice Hall 1996.
4. Laininen, P., Todennäköisyys ja sen tilastollinen soveltaminen. Otatieto 2001.
5. Liski, E., Matemaattinen tilastotiede. Tampereen yliopisto 2005.
6. Tuominen, P., Todennäköisyyslaskenta I. Limes 1996.

Belongs to following study modules