d003 Applied mathematical statistics

Faculty of Sports Studies
Spring 2009
Extent and Intensity
0/0. 6 credit(s). Type of Completion: zk (examination).
Teacher(s)
Mgr. Martin Sebera, Ph.D. (lecturer)
Guaranteed by
Mgr. Martin Sebera, Ph.D.
Faculty of Sports Studies
Contact Person: Mgr. Marta Drozdková
Prerequisites
Basic knowledge of working with PC (Microsoft Excel)
Course Enrolment Limitations
The course is only offered to the students of the study fields the course is directly associated with.
fields of study / plans the course is directly associated with
Course objectives
At the end of this course, students should be able to:
* understand and be able to explain basic statistic characteristics;
* use testing of hypothesis at chosen cases;
* interpret result at real examples (comparing of two groups, finding and description of dependece, evaluation of statistical model;
* use multivariate statistics (Analysis of Variance, Factoral analysis, Multidimensional Regression)
Syllabus
  • 1. Basic statistics, selective and data file
  • 2. Punctual and intervallic frequency distribution - histogram
  • 3. Fundamental statistical characteristics
  • 3. Testing hypotheses: t-test, F-test, Kolmogorov-Smirnov, Kruskal-Wallis
  • 4. Nonparametrics statistics - Wilcoxon, Mann-Whitney, chi-2
  • 5. Correlation coefficient - Pearson and Spearman correlation coefficient and his testing
  • 6. Regression
  • 7. Analysis of Variance
  • 8. Factoral analysis
  • 9. Multidimensional regression
Literature
  • HENDL, Jan. Kvalitativní výzkum : základní metody a aplikace. Vyd. 1. Praha: Portál, 2005, 407 s. ISBN 8073670402. info
  • ANDĚL, J. Základy matematické statistiky. Praha: MFF UK, 2005. info
  • HENDL, Jan. Přehled statistických metod zpracování dat :analýza a metaanalýza dat. Vyd. 1. Praha: Portál, 2004, 583 s. ISBN 8071788201. info
  • SEBEROVÁ, Helena and Martin SEBERA. Počítačové zpracování dat II. 1. vyd. Vyškov: VVŠ PV, 1999, 134 pp. ISBN 80-7231-052-6. info
  • ZVÁRA, Karel. Biostatistika. 1. vyd. Praha: Karolinum, 1998, 210 s. ISBN 8071847739. info
Teaching methods
Lectures, homeworks, working in statistical packet
Assessment methods
writing test - solving of statistical problem with use of sw (Statistica), interpretation of results!!!
Language of instruction
Czech
Further Comments
Study Materials
The course is also listed under the following terms Autumn 2002, Autumn 2003, Autumn 2004, Spring 2005, Autumn 2005, Spring 2006, Autumn 2006, Spring 2007, Autumn 2007, Spring 2008, Autumn 2008, Autumn 2009, Spring 2010, Autumn 2010, Spring 2011, Autumn 2011, Spring 2012, Spring 2013, Spring 2014, Spring 2015, Spring 2016, Spring 2017, Spring 2018, Spring 2019, Spring 2020.
  • Enrolment Statistics (Spring 2009, recent)
  • Permalink: https://is.muni.cz/course/fsps/spring2009/d003