Basics of Experimantal Data Processing
Code | Completion | Credits | Range |
---|---|---|---|
16ZEDB | ZK | 2 | 2+0 |
- Lecturer:
- Kateřina Pilařová (guarantor)
- Tutor:
- Supervisor:
- Department of Dosimetry and Application of Ionizing Radiation
- Synopsis:
-
Statistical analysis of experimental data; univariate data; calibration; regression; multivariate data.
- Requirements:
-
.
- Syllabus of lectures:
-
1. Introduction
2. Charakteristics of statistical distributions (univariate data)
3. Exploratory data analysis
4. Testing of hypothesis
5. Analysis of variance (ANOVA)
6. Correlation analysis
7. Linear regression analysis
8. Principal of nonlinear regression analysis
9. Calibration
10. Interpolation and approximation
11. Basic of statistical analysis of multivariate data - enters data
12. Statistical analysis of multivariate data - test of characteristics
13. Multivariate statistical analysis - methods of latent variables
14. Multivariate statistical analysis - classification methods
- Syllabus of tutorials:
-
.
- Study Objective:
-
Knowledge:
Orientation in application of statistical methods in experimental data processing.
Abilities:
Independent treatment of experimental data.
- Study materials:
-
Key references:
[1] M.Meloun, J.Militky, Statistical analysis of experimental data, ACADEMIA Prague 2004 (in Czech)
Recommended references:
[2] M.Meloun, J.Militky, M.Hill, Computer analysis of multivariant data in examples, ACADEMIA Prague 2005 (in Czech)
- Note:
- Time-table for winter semester 2022/2023:
- Time-table is not available yet
- Time-table for summer semester 2022/2023:
- Time-table is not available yet
- The course is a part of the following study plans:
-
- BS Matematické inženýrství - Matematické modelování (elective course)
- BS Matematické inženýrství - Matematická fyzika (elective course)
- BS Matematické inženýrství - Aplikované matematicko-stochastické metody (elective course)
- BS Matematická informatika (elective course)
- BS Informatická fyzika (elective course)
- BS Aplikace softwarového inženýrství (elective course)
- BS Aplikovaná informatika (elective course)
- BS jaderné inženýrství B (elective course)
- BS Jaderné inženýrství C (elective course)
- BS Dozimetrie a aplikace ionizujícího záření (elective course)
- BS Experimentální jaderná a částicová fyzika (elective course)
- BS Radiologická technika (elective course)
- BS Inženýrství pevných látek (elective course)
- BS Diagnostika materiálů (elective course)
- BS Fyzika a technika termojaderné fúze (elective course)
- BS Fyzikální elektronika (elective course)
- Bc Laser Technology and Instrumentation (elective course)
- BS Fyzikální technika (elective course)
- BS Jaderná chemie (elective course)