Lecturer(s)


Svoboda Milan, Ing. Mgr. Ph.D.

Lukáš Ladislav, Doc. RNDr. Ing. CSc.

Course content

 Point estimations, construction of interval estimations.  Asymptotic characteristic of estimations.  Selected tests of statistical hypothesis, ANOVA1, ANOVA2.  Selected nonparametric methods.  Categorical data, Chisquare test for independence.  Tests of goodness of fit, normality tests, KS test, Chisquare, skewness, kurtosis.  Linear regression, linear model.  Multidimensional linear regression.  Periodic time series and trends, harmonic analysis.  Nonlinear regression: onedimensional, multidimensional, introduction to autoregression.  Quality control.

Learning activities and teaching methods

Lecture supplemented with a discussion, Lecture with practical applications, OnetoOne tutorial, Group discussion, Individual study, Students' selfstudy, Seminar, Practicum
 Preparation for comprehensive test (1040)
 40 hours per semester
 Preparation for an examination (3060)
 60 hours per semester
 Presentation preparation (report in a foreign language) (1015)
 10 hours per semester
 Contact hours
 52 hours per semester

prerequisite 

professional knowledge 

Knowledge of: twosemester university course of mathematics; knowledge of statistics course subject matter; knowledge of one semester course of economic statistics. 
learning outcomes 

The student is able to:  Competently use advanced probability and statistics methods.  For concrete real situations select appropriate method, verify assumptions of its applicability, apply the method correctly and interpret the results back to practice.  With use of probability and statistics perform analysis, synthesis, evaluation and conclusion including quality presentation with notice to limits of probability conclusions. 
teaching methods 

Lecture supplemented with a discussion 
Seminar 
Practicum 
Group discussion 
Students' selfstudy 
Individual study 
OnetoOne tutorial 
Lecture with practical applications 
assessment methods 

Oral exam 
Written exam 
Test 
Recommended literature


DANIEL, W. W., TERRELL, J. C. Business statistics : for management and economics. 7th ed. Boston : Houghton Mifflin Co., 1995. ISBN 0395712319.
