SubjectsSubjects(version: 873)
Course, academic year 2020/2021
  
Experimental Design and Predictive Multivariate Analysis - NMST705
Title: Plánování experimentů a predikční vícerozměrná analýza
Guaranteed by: Department of Probability and Mathematical Statistics (32-KPMS)
Faculty: Faculty of Mathematics and Physics
Actual: from 2020
Semester: summer
E-Credits: 3
Hours per week, examination: summer s.:0/3 C [hours/week]
Capacity: unlimited
Min. number of students: unlimited
State of the course: taught
Language: Czech
Teaching methods: full-time
Guarantor: RNDr. Jitka Zichová, Dr.
Classification: Mathematics > External Subjects, Probability and Statistics
Interchangeability : MC230P58
Annotation -
Last update: T_KPMS (11.05.2015)
Hypotheses testing. Regression models. Experimental design. Methods of multivariate statistical analysis. Time series analysis. A course for 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 experimental material.

Course completion requirements - Czech
Last update: RNDr. Jitka Zichová, Dr. (30.01.2018)

Aktivní účast, maximálně 3 neomluvené absence. Provedení analýzy dat formou písemného zodpovězení otázek k výstupnímu protokolu ze statistického softwaru.

Literature - Czech
Last update: G_M (07.05.2014)

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

J. Zichová: 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)

Two-sample tests. Regression. Analysis of variance. Factorial experimental design. Principal component analysis. Cluster analysis. Discriminant analysis. Time series analysis.

Entry requirements -
Last update: RNDr. Jitka Zichová, Dr. (29.05.2019)

Basics of probability and mathematical statistics are recommended but not necessary.

 
Charles University | Information system of Charles University | http://www.cuni.cz/UKEN-329.html