M6190 Seminar of Computational Statistics

Faculty of Science
Spring 2002
Extent and Intensity
0/2/0. 2 credit(s). Type of Completion: z (credit).
Teacher(s)
RNDr. Marie Forbelská, Ph.D. (lecturer)
Guaranteed by
prof. RNDr. Ivanka Horová, CSc.
Department of Mathematics and Statistics – Departments – Faculty of Science
Contact Person: RNDr. Marie Forbelská, Ph.D.
Prerequisites (in Czech)
( M7110 Statistics I || M5301 Statistics I ) && (NOW( M8140 Statistics II ) || NOW( M6302 Statistics II ))
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
Course objectives
Introduction to statistics toolbox in MATLAB. Exploratory data analysis. Hypothesis tests (t-tests, F- tests and theirs nonparametric versions). Simple linear regression, confidence and prediction intervals. Multiple regression. Multiple correlation coefficient and R^2. Collinearity. Outlier detection. Collerated responses. Unequal variance. Transformations to normality.
Literature
  • BUDÍKOVÁ, Marie, Štěpán MIKOLÁŠ and Pavel OSECKÝ. Popisná statistika (Descriptive Statistics). 3., doplněné vyd. Brno: Masarykova univerzita, 1998, 52 pp. ISBN 80-210-1831-3. info
  • ANDĚL, Jiří. Statistické metody. 1. vydání. Praha: MATFYZPRESS, 1993, 246 s. info
  • MICHÁLEK, Jaroslav. Matematická statistika pro informatiky. 1. vyd. Praha: SPN, 1987, 109 pp. Skriptum UJEP Brno. info
  • ANDĚL, Jiří. Matematická statistika. 1. vyd. Praha: SNTL/ALFA, 1978, 346 pp. info
Language of instruction
Czech
Further Comments
The course is taught annually.
The course is taught every week.
The course is also listed under the following terms Spring 2000, Spring 2001.
  • Enrolment Statistics (recent)
  • Permalink: https://is.muni.cz/course/sci/spring2002/M6190