M6190 Seminar of Computational Statistics

Faculty of Science
Spring 2001
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 Budíková, Dr.
Prerequisites (in Czech)
( M7110 Differential Geometry || M5301 Statistics I ) && (NOW( M8140 Algebraic Geometry ) || 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 2002.
  • Enrolment Statistics (Spring 2001, recent)
  • Permalink: https://is.muni.cz/course/sci/spring2001/M6190