SubjectsSubjects(version: 854)
Course, academic year 2019/2020
  
Chemometrics - AP402002
Title: Chemometrics
Guaranteed by: Department of Analytical Chemistry (402)
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 [hours/week]
Capacity: unlimited / unlimited (unknown)
Min. number of students: unlimited
Language: English
Teaching methods: full-time
Level:  
For type: doctoral
Note: course is intended for doctoral students only
can be fulfilled in the future
Guarantor: Setnička Vladimír doc. Ing. Ph.D.
Kania Patrik Ing. Ph.D.
Interchangeability : D402003, P402002
Annotation -
Last update: Pátková Vlasta (16.11.2018)
Application of advanced statistical methods (multidimensional observations, pattern recognition methods, regression analysis) to ensure the quality of analytical results and optimization of analytical methods.
Aim of the course -
Last update: Pátková Vlasta (16.11.2018)

Doctoral students will be able to:

Use multidimensional statistical methods

Use linear and nonlinear regression

Evaluate epidemiological studies

Interpret measurement results

Literature -
Last update: Pátková Vlasta (16.11.2018)

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

Syllabus -
Last update: Pátková Vlasta (16.11.2018)

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

Entry requirements -
Last update: Pátková Vlasta (16.11.2018)

None

Registration requirements -
Last update: Pátková Vlasta (16.11.2018)

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

 
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