Probability and Statistics
Syllabus
- Basic probability
- Discrete random variables
- Continuous random variables
- Examples of random variables
- Expectation and standard deviation
- Descriptive statistics
- Sampling theory
- Estimation theory
- Test of hypothesis and significance
- Curve fitting, regression and correlation
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Goals and competencies
On successful completion of this module students will be able of abstract thinking. Moreover, they will get mathematical fundamentals for other professional courses.
Basic literature
- I. Vidav, Višja matematika II, 2. natis, DZS, Ljubljana, 1979, 592 str.
- R. Jamnik, Matematika, DMFA Založništvo, 2008, Ljubljana, 527 str. ISBN 978-961-212-122-8.
- R. Jamnik, Matematična statistika, DZS, Ljubljana, 1980, 408 str.
- D. S. Moore, The Basic Practice of Statistics, 4th edition, W. H. Freeman and Company, New York, 2007.
- D. C. Montgomery, G. C. Runger, N. F. Hubele, Engineering Statistics, 4th edition, John Wiley and Sons, Inc., 2007.