PřF:C6781 Fyzikálně organ. chemometrie - Course Information

C6781 Fyzikálně organická chemometrie

Extent and Intensity

2/0/0. 3 credit(s). Type of Completion: k (colloquium).

Teacher(s)

prof. RNDr. Miroslav Holík, CSc. (lecturer)

Guaranteed by

prof. RNDr. Miroslav Holík, CSc.
Chemistry Section – Faculty of Science

Course Enrolment Limitations

The course is also offered to the students of the fields other than those the course is directly associated with.

fields of study / plans the course is directly associated with

• Analytical Chemistry (programme PřF, M-CH)
• Analytical Chemistry (programme PřF, N-CH)
• Inorganic Chemistry (programme PřF, M-CH)
• Inorganic Chemistry (programme PřF, N-CH)
• Biochemistry (programme PřF, M-CH)
• Biochemistry (programme PřF, N-CH)
• Physical Chemistry (programme PřF, M-CH)
• Physical Chemistry (programme PřF, N-CH)
• Chemistry (programme PřF, M-CH)
• Environmental Chemistry (programme PřF, M-CH)
• Environmental Chemistry (programme PřF, N-CH)
• Macromolecular Chemistry (programme PřF, M-CH)
• Macromolecular Chemistry (programme PřF, N-CH)
• Organic Chemistry (programme PřF, M-CH)
• Organic Chemistry (programme PřF, N-CH)
• Upper Secondary School Teacher Training in Chemistry (programme PdF, M-CH)
• Upper Secondary School Teacher Training in Chemistry (programme PřF, M-CH)

Syllabus

• ntroduction to probability and statistics, random sampling, point and interval estimates, outlier detection, statistical hypotheses. Matrix calculations in chemistry, matrix decomposition by SVD, PCA, PLS methods. Correlation and regression, correlation coefficients (single, multiple, partial), multivariable regression, multicollinearity, non-linear regression (relaxation, derivative and simplex methods), weighted least squares, confluential analysis. Design and optimization of experiments, analysis of variance, Plackett-Burman plan. Cluster and discrimination analysis.

Language of instruction

Czech

Further Comments

The course is taught annually.
The course is taught: every week.

• Enrolment Statistics (recent)
  
• Permalink: https://is.muni.cz/course/sci/spring2000/C6781