Sep 24, 2019   11:12 a.m. Ľuboš
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Course syllabus N441C0_4D - Chemometrics (FCFT - 2019/2020 - post-graduate studies)


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University: Slovak University of Technology in Bratislava
Faculty: Faculty of Chemical and Food Technology
Course unit code: N441C0_4D
Course unit title: Chemometrics
Mode of delivery, planned learning activities and teaching methods:
lecture2 hours weekly (on-site method)

 
Credits allocated: 3
 
Recommended semester/trimester: Analytical Chemistry - doctoral (optional), 1. year
Level of study: 3.
Prerequisites for registration: none
 
Assesment methods:
Examination. 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.
 
Course contents:
Introduction to the Chemometrics
Univariate data analysis
Robust statistic and robust regression
Analysis of variance and multivariate analysis of variance
Principal component analysis
Discrimination analysis
Cluster analysis
Logistic regression
Software and applications of Chemometrics in the analytical chemistry
 
Recommended or required reading:
Basic:
MELOUN, M. -- MILITKÝ, J. Statistická analýza experimentálních dat. Praha : Academia, 2004. 187 p. ISBN 80-200-1254-0.
MELOUN, M. -- MILITKÝ, J. -- HILL, M. Statistická analýza vícerozměrných dat v příkladech. Praha : Academia, 2012. 750 p. ISBN 978-80-200-2071-0.
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: english and slovak
 
Notes:
 
Courses evaluation:
Assessed students in total: 0

Name of lecturer(s): doc. Ing. Jana Sádecká, PhD. (person responsible for course) - slovak, english
 
Last modification: 16. 7. 2019
Supervisor: doc. Ing. Jana Sádecká, PhD. and programme supervisor


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

Type of output: