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Research Results Presentation and Experimental Data Processing - NMST706

Title:	Prezentace výsledků a zpracování experimentálních dat
Guaranteed by:	Department of Probability and Mathematical Statistics (32-KPMS)
Faculty:	Faculty of Mathematics and Physics
Actual:	from 2022
Semester:	winter
E-Credits:	2
Hours per week, examination:	winter s.:0/2, C [HT]
Capacity:	unlimited
Min. number of students:	unlimited
4EU+:	no
Virtual mobility / capacity:	no
State of the course:	cancelled
Language:	Czech
Teaching methods:	full-time
Teaching methods:	full-time

Classification:	Mathematics > External Subjects, Probability and Statistics

Annotation -

Last update: G_M (07.05.2014)

Application of statistical methods in the analysis of experimental results. A course for the students of chemistry at Charles University.

Aim of the course -

Last update: G_M (07.05.2014)

To demonstrate selected methods of statistical data analysis and their application to experimantal material.

Literature - Czech

Last update: G_M (07.05.2014)

Massart L. et al: Handbook of Chemometrics and Qualimetrics. Elsevier, Amsterdam, 1997.

Zichová, J.: Plánování experimentů a predikční vícerozměrná analýza. Karolinum, Praha, 2007.

Teaching methods -

Last update: G_M (07.05.2014)

Seminar.

Syllabus -

Last update: G_M (07.05.2014)

1. Basic probability and statistics - random events and variables, normal distribution, random sample.

2. Correlation, linear and logisitic regression, independence testing in contingency tables.

3. Testing hypotheses concerning the mean - t-tests and their non-parametric alternatives.

4. Analysis of variance - one-way and two-way ANOVA.

5. Cluster analysis - hierarchical and non-hierarchical clustering algorithms.

6. Time series analysis - trend, exponential smoothing, ARMA models.