SubjectsSubjects(version: 954)
Course, academic year 2021/2022
  
Chemometrics - AP402002
Title: Chemometrics
Guaranteed by: Department of Analytical Chemistry (402)
Faculty: Faculty of Chemical Engineering
Actual: from 2019
Semester: winter
Points: winter s.:0
E-Credits: winter s.:0
Examination process: winter s.:
Hours per week, examination: winter s.:2/1, other [HT]
Capacity: unknown / unknown (unknown)
Min. number of students: unlimited
State of the course: taught
Language: English
Teaching methods: full-time
Teaching methods: full-time
Level:  
Note: course is intended for doctoral students only
can be fulfilled in the future
Guarantor: Setnička Vladimír prof. Ing. Ph.D.
Kania Patrik Ing. Ph.D.
Interchangeability : P402002
Annotation -
Application of advanced statistical methods (multidimensional observations, pattern recognition methods, regression analysis) to ensure the quality of analytical results and optimization of analytical methods.
Last update: Pátková Vlasta (16.11.2018)
Aim of the course -

Doctoral students will be able to:

Use multidimensional statistical methods

Use linear and nonlinear regression

Evaluate epidemiological studies

Interpret measurement results

Last update: Pátková Vlasta (16.11.2018)
Literature -

R: Statistics and Chemometrics for Analytical Chemistry (6th Edition), ISBN-13: 978-0273730422, Pearson, 2010

A: Probability & Statistics for Engineers & Scientists, ISBN 978-0-321-62911-1, Pearson, 2012

Last update: Pátková Vlasta (16.11.2018)
Syllabus -

1. Introduction to multidimensional methods

2. Optimization of one-dimensional measurements

3. Optimizing multi-dimensional measurements

4. ANOVA

5. MANOVA

6. Principal component method

7. Linear Discrimination Analysis

8. Correspondence Analysis

9. Interaction of epidemiological studies

10. Program file XLSTAT

11. UNSCRAMBLER Program File

12. Regression analysis

13. Nonlinear regression

14. Comprehensive project - assignment and interpretation

Last update: Pátková Vlasta (16.11.2018)
Entry requirements -

None

Last update: Pátková Vlasta (16.11.2018)
Registration requirements -

The course is not suitable for students who have already completed the subject M402018 (N402042) Analytical chemometrics.

Last update: Pátková Vlasta (16.11.2018)
 
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