FPF:UIN1037 Probability and Statistics - Course Information
UIN1037 Probability and Statistics
Faculty of Philosophy and Science in OpavaSummer 2024
- Extent and Intensity
- 2/2/0. 6 credit(s). Type of Completion: zk (examination).
- Teacher(s)
- RNDr. Radka Poláková, Ph.D. (lecturer)
RNDr. Radka Poláková, Ph.D. (seminar tutor) - Guaranteed by
- RNDr. Radka Poláková, Ph.D.
Institute of Computer Science – Faculty of Philosophy and Science in Opava - Timetable
- Wed 15:35–17:10 B3a
- Timetable of Seminar Groups:
- Course Enrolment Limitations
- The course is also offered to the students of the fields other than those the course is directly associated with.
- fields of study / plans the course is directly associated with
- Applied Computer Science (programme FPF, B1802 AplI)
- Course objectives
- A student obtains knowledge about data analysis and basic information from probability theory importatnt for the analysis in this subject. Descriptive statistics of data in a data file is described and also mechanisms of inference statistics, which are necessary to know how to get features of whole population from the data about sample. Also basics of correlation and regression analysis as essential tools of exploring relations between variables in data are dealt. Time series and central limit theorems are introduced.
- Learning outcomes
- Student will have basic knowledge from field of statistics, what is it, what is it for, which methods are using in this field. He/She will be able to apply knowledge.
- Syllabus
- 1. Basic terms of statistics.
- 2. Descriptive statistics.
- 3.-4. Basics of probability theory. Random variable. Relationship of two random variables.
- 5.-7. Inference statistics. Statistical estimates. Statistical hypothesis testing.
- 8. Other statistical tests.
- 9. Correlation analysis.
- 10. Regression analysis.
- 11. Time series.
- 12. Central limit theorems.
- 13. Revision.
- Literature
- Teaching methods
- Interactive lecture
Lecture with a video analysis - Language of instruction
- Czech
- Further comments (probably available only in Czech)
- Study Materials
The course can also be completed outside the examination period. - Teacher's information
- Attendance – a full time study: To attend the lectures is recomended. Seminars are obligatory.
Attendance – a part time study: Lectures are obligatory.
Credit test and also exam test are written. A student have to reach fifty percent assesment minimally.
- Enrolment Statistics (recent)
- Permalink: https://is.slu.cz/course/fpf/summer2024/UIN1037