PřF:FX003 Experiment setup and interpret - Course Information
FX003 Experiment setup and interpretation
Faculty of ScienceSpring 2009
- Extent and Intensity
- 2/2. 7 credit(s). Type of Completion: zk (examination).
- Teacher(s)
- prof. RNDr. Josef Humlíček, CSc. (lecturer)
Mgr. Vlastimil Křápek, Ph.D. (seminar tutor) - Guaranteed by
- prof. RNDr. Josef Humlíček, CSc.
Department of Condensed Matter Physics – Physics Section – Faculty of Science
Contact Person: prof. RNDr. Josef Humlíček, CSc. - Course Enrolment Limitations
- The course is offered to students of any study field.
- Course objectives
- The aim is at the probability theory and its application in the evaluation of experimental data, in particular, in the statistical estimates and testing of hypotheses. The skills are used in planning experiments.
- Syllabus
- Probability, random variables. Random vector, statistical dependence. Central limit theorem. Multidimensional normal distribution. Standard probability distributions and their relationships. Statistical estimates, maximum likelihood, least squares. Position of an unknown symmetrical distribution. Linear model for multiple unknowns. Nonlinear model, numerical minimization. Statistical tests. Pearson and Kolmogorov method.
- Literature
- BRANDT, Siegmund. Data analysis : statistical and computational methods for scientists and engineers. Translated by Glen Cowan. 3rd ed. New York: Springer-Verlag, 1998, xxxiv, 652. ISBN 0387984984. info
- HUMLÍČEK, Josef. Statistické zpracování výsledků měření. 1. vyd. Brno: Rektorát UJEP, 1984, 101 s. info
- EADIE, W. T. Statističeskije metody v eksperimental'noj fizike. Moskva: Atomizdat, 1976, 334 s. info
- Assessment methods
- Final project evaluating computer-generated data: estimates, identification of outliers, testing data dstribution, evaluation of indirect measurements, statistical dependence of retrieved parameters.
- Language of instruction
- Czech
- Further comments (probably available only in Czech)
- The course is taught annually.
The course is taught: every week.
General note: Předmět určen pro studenty Fyzikálního inženýrství VUT.
- Enrolment Statistics (Spring 2009, recent)
- Permalink: https://is.muni.cz/course/sci/spring2009/FX003