TTK University of Applied Sciences
TTK University of Applied Sciences
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Curriculum subjectTheory of Probability, Statistics
| Subject |
| Subject code |
RKE036 |
| Subject name |
Theory of Probability, Statistics |
| Credit points |
2 ECTS |
| Grading method |
Grade prelim |
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| Curriculum subject |
| Curriculum |
2013 TE |
| Study year |
1 |
| Semester |
Spring semester |
| Subject type |
Optional |
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Subject loads
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| Lecture |
10 |
| Practice |
10 |
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| General description |
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1. Probability, Set Operations
2. Properties of Probability
3. Random Variables and Distributions
4. Functions of Random Variables, Convolution
5. Functions of Random Variables: Sum, Product, Ratio, Maximum, Change of Variables
6. Linear Transformations of Random Vectors
7. Mathematical Statistics |
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| General aim |
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| This course provides an elementary introduction to probability and statistics with applications. |
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| Aim |
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| Student should be able to use basic probability models; combinatorics; random variables; discrete and continuous probability distributions; statistical estimation and testing; confidence intervals; and linear regression. |
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| Form description |
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| This course features a full set of lecture notes, as well as assignments. Individual work - studying the given notes, solving exercises, preparing for tests and grade prelim. |
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| Literature |
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1. DeGroot, Morris H., and Mark J. Schervish. Probability and Statistics. 3rd ed. Boston, MA: Addison-Wesley, 2002.
2. Feller, William. An Introduction to Probability Theory and Its Applications. 3rd ed., rev. printing. New York, NY: Wiley, 1968. |
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| Current rounds |
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| None |
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