Sep 18, 2019   9:21 a.m. Eugénia
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Course syllabus N418S2_4I - Processing of Analytical Measurement Data (FCFT - WS 2019/2020)


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University: Slovak University of Technology in Bratislava
Faculty: Faculty of Chemical and Food Technology
Course unit code: N418S2_4I
Course unit title: Processing of Analytical Measurement Data
Mode of delivery, planned learning activities and teaching methods:
lecture2 hours weekly (on-site method)
seminar2 hours weekly (on-site method)

 
Credits allocated: 5
 
Recommended semester/trimester: Technical Chemistry - master (semi-compulsory), 3. semester
Level of study: 2.
Prerequisites for registration: none
 
Assesment methods:
Elaborating a separate final thesis (maximum 40 points) and its presentation (maximum 10 points) - credit; oral and written exam (maximum 50 points).
Final evaluation of success will be carried out according to the grading scale approved by the faculty.
 
Learning outcomes of the course unit:
The student will acquire theoretical and practical knowledge of how to process, evaluate and present data from analytical measurements with targeted use of mathematics, statistics and chemometrics to obtain information in various application areas of qualitative and quantitative analysis.
 
Course contents:
Introduction and problems of data processing in chemical analysis
Basic statistics of repeated measurements
Significance tests, analysis of variance
Non-parametric and robust methods
Quality of analytical measurements
Experimental design and optimization
Signal processing
Calibration methods: linear and nonlinear models
Calibration methods: multiple and multivariate regression models
Numerical modeling in chemical analysis
Multivariate analysis, neural networks
 
Recommended or required reading:
Basic:
MELOUN, M. -- MILITKÝ, J. Kompendium statistického zpracování dat. Praha: Academie, 2006. 970 p. ISBN 80-200-1396-2.
MELOUN, M. -- MILITKÝ, J. Interaktivní statistická analýza dat. Praha: Karolinum, 2012. 960 p. ISBN 978-80-246-2173-9.
ECKSCHLAGER, K. Chemometrie. Praha: Univerzita Karlova v Praze, 1991. 156 p.

Recommended:
MILLER, J N. -- MILLER, J C. Statistics and Chemometrics for Analytical Chemistry. Harlow: Pearson Education Limited, 2010. 296 p. ISBN 978-0-273-73042-2.

 
Language of instruction: slovak or english
 
Notes:
 
Courses evaluation:
Assessed students in total: 78

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30,8 %34,6 %21,8 %11,5 %1,3 %0 %
Name of lecturer(s): prof. Ing. Ivan Špánik, DrSc. (person responsible for course)
 
Last modification: 16. 7. 2019
Supervisor: prof. Ing. Ivan Špánik, DrSc. and programme supervisor


Last modification made by Ing. Tomáš Molnár on 07/16/2019.

Type of output: