| Course Unit Code | 310-2221/01 |
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| Number of ECTS Credits Allocated | 3 ECTS credits |
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| Type of Course Unit * | Compulsory |
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| Level of Course Unit * | First Cycle |
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| Year of Study * | Third Year |
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| Semester when the Course Unit is delivered | Winter Semester |
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| Mode of Delivery | Face-to-face |
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| Language of Instruction | Czech |
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| Prerequisites and Co-Requisites | Course succeeds to compulsory courses of previous semester |
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| Name of Lecturer(s) | Personal ID | Name |
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| SKN002 | Ing. Petra Schreiberová, Ph.D. |
| Summary |
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| Learning Outcomes of the Course Unit |
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- Understand the issues of data analysis.
- Synthesise and organise information in data.
- Interpret, understand statistical results.
- Know some standard methods for professional analyses.
- Understand the limitations of these approaches, consider alternatives, extensions, etc.. |
| Course Contents |
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- Matlab
- Statistical methods, descriptive statistics
- Point estimators, interval estimators
- Statistical hypothesis testing
- Correlation and regression analysis
- Time Series Analysis |
| Recommended or Required Reading |
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| Required Reading: |
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Martinez, W. L.: Exploratory data analysis with MATLAB. Boca Raton, Fla.: Chapman&Hall/CRC, c2005. ISBN 1-58488-366-9.
Škňouřilová, P., Briš, R.: Statistics I, VŠB – TUO, Ostrava 2007. |
Meloun, M.; Militký, J.: Statistická analýza experimentálních dat. Praha: Academia, 2004. ISBN 80-200-1254-0.
Dubovský, V., Jarošová, M., Krček, J., Krčková, J., Schreiberová, P., Volný, P.: Matematika III: Pracovní listy. 2015. ISBN 978-80-248-3875-5
Anděl, J.: Statistické metody, Matfyzpress Praha, 1993.
Škňouřilová, P., Briš, R.: Statistics I, VŠB – TUO, Ostrava 2007. http://mdg.vsb.cz/portal/en/Statistics1.pdf |
| Recommended Reading: |
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PÄRT-ENANDER, E.: The Matlab handbook. Harlow:Addison-Wesley, 1997. ISBN 0-201-87757-0.
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Zvára K., Štěpán J.,: Pravděpodobnost a matematická statistika, Matfyzpress, Praha, 2001.
Dušek, F.: MATLAB a SIMULINK - úvod do užívání. Univerzita Pardubice, 2000. ISBN 80-7194-273-1.
Litschmannová M.: Úvod do statistiky. FEI VŠB TU Ostrava 2011; http://mi21.vsb.cz/modul/uvod-do-statistiky
Martinez, W. L.: Exploratory data analysis with MATLAB. Boca Raton, Fla.: Chapman&Hall/CRC, c2005. ISBN 1-58488-366-9. |
| Planned learning activities and teaching methods |
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| Tutorials |
| Assesment methods and criteria |
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| Task Title | Task Type | Maximum Number of Points
(Act. for Subtasks) | Minimum Number of Points for Task Passing |
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| Graded credit | Graded credit | 100 | 51 |