615-0808/01 – Chemometrics (CHM)

Gurantor departmentDepartment of Analytic Chemistry ProcessesCredits5
Subject guarantordoc. RNDr. Ervín Kozubek, CSc.Subject version guarantordoc. RNDr. Ervín Kozubek, CSc.
Study levelundergraduate or graduate
Study languageCzech
Year of introduction2004/2005Year of cancellation2013/2014
Intended for the facultiesFMTIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
KOZ60 doc. RNDr. Ervín Kozubek, CSc.
VON37 Ing. Jiřina Vontorová, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+2

Subject aims expressed by acquired skills and competences

Using available software for chemometrics calculations. Practical use of these software to data processing.

Teaching methods

Lectures
Tutorials
Project work

Summary

Subject was established as a continuation of primary maths courses dealing with probability, statistics and data processing. Particular attention is paid to utilization of currently avaliable PC software for chemometrics calculations and for further applications. Aim of the subject is among others also to help students with processing of measured data within diploma and other scientific works.

Compulsory literature:

[1] Eckschlager, K. Chemometrie [Skripta]. UK, Praha 1991, 156 s. [2] Meloun, M., Militký, J. Statistické zpracování experimentálních dat Plus, s.r.o., Praha 1994, 839 s. [3] Meloun, M., Militký, J. Kompendium statistického zpracování dat Academia, Praha 2002, 764 s.

Recommended literature:

[1] Orvis, W., J. Excel pro inženýry Computer Press, Praha 1996, 498 s.

Way of continuous check of knowledge in the course of semester

E-learning

Další požadavky na studenta

There are no additional requirements for students.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1st The definition of chemometrics. Revision of probability and statistics. Escrow probability. Random variable. Population. Random selection. 2nd Distribution function, probability density, probability function. Torque characteristics of distribution. The central limit theorem. Some division probability. 3rd Samples used software-Excel, ADSTAT. 4th Samples used software-ADSTAT QC Expert. 5th Samples used software QC-Expert. Accuracy class devices. 6th Exploratory analysis of univariate data (EDA). The general procedure and purpose of the EDA. A representative random sample, sequential order statistics and probability. 7th Transforming data. Reasons for use and principle. Verification of the data provided. Verification of independence, normality and homogeneity of choice. 8th Testing statistical hypotheses. Statistical hypothesis test statistics hypothesis, the critical value. To test hypotheses. 9th Analysis of small horn selection process. 10th Analysis of variance ANOVA. Single-factor ANOVA. Two-factor ANOVA. 11th Regression analysis. Linear regression models. Polynomial regression. 12th Basic information about the non-linear regression. 13th Calibration and optimization. Linear calibration. 14th Non-linear calibration. Standard addition method.

Conditions for subject completion

Conditions for completion are defined only for particular subject version and form of study

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2013/2014 (N3909) Process Engineering (3911T008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Compulsory study plan
2012/2013 (N3909) Process Engineering (3911T008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Compulsory study plan
2011/2012 (N3909) Process Engineering (3911T008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Compulsory study plan
2010/2011 (N3909) Process Engineering (3911T008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Compulsory study plan
2009/2010 (N3909) Process Engineering (3911T008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Compulsory study plan
2008/2009 (N3909) Process Engineering (3911T008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Compulsory study plan
2007/2008 (N3909) Process Engineering (3911T008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Compulsory study plan
2006/2007 (N3909) Process Engineering (3911T008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Compulsory study plan
2005/2006 (N3909) Process Engineering (3911T008) Chemical and Physical Methods of Material Testing P Czech Ostrava 2 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner