Course Unit Code | 310-3145/01 |
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Number of ECTS Credits Allocated | 4 ECTS credits |
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Type of Course Unit * | Compulsory |
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Level of Course Unit * | Second Cycle |
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Year of Study * | First 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 | There are no prerequisites or co-requisites for this course unit |
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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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The aim is to understand of statistical methods for data analysis. Absolvent will be able to interpret results of statistical methods in a selected statistical software. |
Course Contents |
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1. Software R
2. Random variable
3. Descriptive statistics
4. Graphical analysis
5. Inductive statistics - point and interval estimation
6. Statistical hypothesis testing parametric
7. Statistical hypothesis testing neparametric
8. ANOVA
9. Linear regression
10. Time series analysis
11. Decomposing Time Series |
Recommended or Required Reading |
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Required Reading: |
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CRAWLEY, Michael J. Statistics: an introduction using R. Chichester, West Sussex, England: J. Wiley, 2005. ISBN 978-0470022986.
BOHÁČ, Zdeněk: Numerical Methods and Statistics, Ostrava: VŠB - Technická univerzita Ostrava, 2005. ISBN 80-248-0803-X |
SCHREIBEROVÁ, Petra. Statistické zpracování dat v energetice. 1. vyd. Ostrava, 2022. ISBN 978-80-247-4651-4, dostupné z: http://mdg.vsb.cz/portal/m3/Statistika_energetika.pdf.
DUBOVSKÝ, Viktor et al. Matematika III: Pracovní listy, Ostrava: VŠB - Technická univerzita Ostrava, 2015. ISBN 978-80-248-3875-5.
ANDĚL, Jiří. Základy matematické statistiky. 2. opr. vyd. Praha: Matfyzpress, 2007. ISBN 978-80-7378-001-2.
ŠKŇOUŘILOVÁ,Petra a Radim BRIŠ. Statistics I. Ostrava: VŠB - Technická univerzita Ostrava, 2007. Dostupné z: http://mdg.vsb.cz/portal/en/Statistics1.pdf |
Recommended Reading: |
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ŠKŇOUŘILOVÁ,Petra a Radim BRIŠ. Statistics I. Ostrava: VŠB - Technická univerzita Ostrava, 2007. Dostupné z: http://mdg.vsb.cz/portal/en/Statistics1.pdf |
HENDL, Jan. Přehled statistických metod zpracování dat: analýza a metaanalýza dat. Praha: Portál, 2004. ISBN 80-7178-820-1.
ZVÁRA, Karel a Josef ŠTĚPÁN. Pravděpodobnost a matematická statistika. Vyd. 4. Praha: Matfyzpress, 2006. ISBN 80-86732-71-1.
CRAWLEY, Michael J. Statistics: an introduction using R. Chichester, West Sussex, England: J. Wiley, 2005. ISBN 978-0470022986. |
Planned learning activities and teaching methods |
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Lectures, 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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Credit and Examination | Credit and Examination | 100 (100) | 51 |
Credit | Credit | 20 | 5 |
Examination | Examination | 80 | 30 |