Statistics

Garant předmětu:

Lecturer:

Tutor:

Supervisor:

Department Děčín

Synopsis:

Definition of probability, random variable and its description, known distributions, random vector, function of random variable. Methods of point estimation. Testing of statistical hypothesis. Regression and correlation, linear regression, correlation coefficient, coefficient of determination, the general linear model, statistical inference in linear regression, analysis of variance, multiple regression, the use of matrices in regression.

Requirements:

Basic course of algebra and mathematical analysis.

Syllabus of lectures:

Syllabus of tutorials:

Study Objective:

To improve student's knowledge of probability and to teach and exercise students the basis algorithms for static data analysis.

Study materials:

Anděl J.: Matematická statistika, Praha, SNTL, 1974

Budínský P., Dohnal G.: Tématické okruhy a celky z předmětu Matematika IV., Praha, doplňkové skriptum ČVUT, 1991

Likeš J., Machek J.: Matematická statistika, Praha, SNTL, 1983

Něničková A.: Matematická statistika ? cvičení, Praha, Vydavatelství ČVUT, 1992

Note:

Further information:

No time-table has been prepared for this course

The course is a part of the following study plans: