Measurement and Data Handling
Code | Completion | Credits | Range |
---|---|---|---|
15MZD | Z,ZK | 3 | 2+1 |
- Garant předmětu:
- Aleš Vetešník, Dušan Vopálka
- Lecturer:
- Lucie Baborová, Aleš Vetešník, Dušan Vopálka
- Tutor:
- Lucie Baborová, Aleš Vetešník, Dušan Vopálka
- Supervisor:
- Department of Nuclear Chemistry
- Synopsis:
-
Characteristics of statistical distribution functions (one-dimensional data), hypotesis testing, analysis of variance (ANOVA), correlation analysis, regression, statistical analysis of multidimensional data; chemometrics; testing of analytical methods; numerical methods and computers in data processing
- Requirements:
-
Basic algebra and calculus.
- Syllabus of lectures:
-
1.Basic terms of probability theory and statistics
2.Metrology and qualimetrics
3.Verification and validation of analytical methods
4.Testing of analytical methods and approaches
5.Regression and correlation analyses
6.Analysis of variance (ANOVA)
7.Principles of multivariate analysis
8.Methods of cluster and factor analyses
9.Basic numerical methods in data processing
10.Statistical analysis by Excel
11.Introduction to the use of MATLAB by data handling
12.Perspective on the development of chemometrics
- Syllabus of tutorials:
-
1.Characteristics of random variables.
2.Central limit theorem.
3.Significance tests.
4.Quality of analytical measurements.
5.Regression and correlation.
6.Non-parametric and robust methods.
- Study Objective:
-
Principles of evaluation of experimental results on the basis of theory of probability and statistical assessment of data.
- Study materials:
-
Key references:
1. J.N.Miller, J.C. Miller: Statistics and Chemometrics for Analytical Chemistry (5th Ed.),Lavoisier 2005
Recommended references:
1. G. McPherson: Statistics in Scientific Investigation, Springer-Verlag, New York Berlin Heidelberg 1990
- Note:
- Time-table for winter semester 2024/2025:
- Time-table is not available yet
- Time-table for summer semester 2024/2025:
- Time-table is not available yet
- The course is a part of the following study plans:
-
- Jaderná chemie (compulsory course in the program)