M7177 Experimental design - seminar

Faculty of Science
Spring 2011
Extent and Intensity
0/2. 2 credit(s) (příf plus uk k 1 zk 2 plus 1 > 4). Type of Completion: z (credit).
Teacher(s)
prof. RNDr. Gejza Wimmer, DrSc. (lecturer)
Guaranteed by
prof. RNDr. Ivanka Horová, CSc.
Department of Mathematics and Statistics – Departments – Faculty of Science
Timetable of Seminar Groups
M7177/01: Wed 15:00–16:50 M3,01023
Course Enrolment Limitations
The course is offered to students of any study field.
Course objectives
The main objectivities of the course are formulation of proper optimality criteria in linear regression models, equivalent representation of some kriteria, iterative determination of the optimal design of experiment, rules for stopping the iterations, optimal design of experiment in special cases, applications.
Syllabus
  • Design of experiment, spectrum of the experiment, information matrix of experiment, linear regression model with an exact design, basic optimality criteria (D - optimality, A - optimality, L - optimality), equivalent optimality criteria, iterative determination of the optimal design of experiment, rules for stopping the iterations. Applications.
Literature
  • KUBÁČKOVÁ, Ludmila, Lubomír KUBÁČEK and Ján KUKUČA. Pravdepodobnosť a štatistika v geodézii a geofyzike. 1. vyd. Bratislava: VEDA vydavateľstvo Slovenskej akadémie vied, 1982, 326 s. info
  • PÁZMAN, Andrej. Základy optimalizácie experimentu. Bratislava: Veda, 1980, 180 s. info
Teaching methods
seminars, individual solving some problems, presentation a self studied topic
Assessment methods
study and presentation a chosen theme
Language of instruction
Czech
Further Comments
Study Materials
The course is taught once in two years.
The course is also listed under the following terms Spring 2003, Spring 2005, Spring 2007, Spring 2009, Spring 2013, Spring 2015, Spring 2017.
  • Enrolment Statistics (Spring 2011, recent)
  • Permalink: https://is.muni.cz/course/sci/spring2011/M7177