| Course title | Data Treatment |
|---|---|
| Course code | KMI/ZDA |
| Organizational form of instruction | Lecture + Lesson |
| Level of course | Bachelor |
| Year of study | not specified |
| Semester | Winter |
| Number of ECTS credits | 6 |
| Language of instruction | Czech, English |
| Status of course | Compulsory |
| Form of instruction | Face-to-face |
| Work placements | Course does not contain work placement |
| Recommended optional programme components | None |
| Lecturer(s) |
|---|
|
| Course content |
|
unspecified
|
| Learning activities and teaching methods |
| Monological explanation (lecture, presentation,briefing) |
| Learning outcomes |
|
Basic statistical characteristics of univariate data. Function of random variables - Taylor expansion. Exploratory data analysis. Visual evaluation of the data peculiarities. Construction of the data distribution. Comparison of the data distribution with the theoretical distribution, Data transformation removing heteroscedasticity, leading to the symmetrization and to normality. Basic statistic assumptions about data, the minimum sample size, detection of outliers in measurements, tests of normality and independence, basics of correlation and regression.
|
| Prerequisites |
|
Knowledge of mathematics form grammar school
|
| Assessment methods and criteria |
|
Written exam
|
| Recommended literature |
|
| Study plans that include the course |
| Faculty | Study plan (Version) | Category of Branch/Specialization | Recommended semester | |
|---|---|---|---|---|
| Faculty: Faculty of Textile Engineering | Study plan (Version): Textile marketing (2012) | Category: Textile production and clothing industry | 2 | Recommended year of study:2, Recommended semester: Winter |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Textile Technologies, Materials and Nanomaterials (2012) | Category: Textile production and clothing industry | 2 | Recommended year of study:2, Recommended semester: Winter |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Clothing Production and Management of Clothing Trade (2012) | Category: Textile production and clothing industry | 2 | Recommended year of study:2, Recommended semester: Winter |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Textile Technologies, Materials and Nanomaterials (2016) | Category: Textile production and clothing industry | 2 | Recommended year of study:2, Recommended semester: Winter |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Textile Technologies, Materials and Nanomaterials (2012) | Category: Textile production and clothing industry | 2 | Recommended year of study:2, Recommended semester: Winter |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Textile Technologies, Materials and Nanomaterials (2016) | Category: Textile production and clothing industry | 2 | Recommended year of study:2, Recommended semester: Winter |
| Faculty: Faculty of Textile Engineering | Study plan (Version): Textile Technologies, Materials and Nanomaterials (2012) | Category: Textile production and clothing industry | 2 | Recommended year of study:2, Recommended semester: Winter |