Course detail
Models of regression
FAST-DA64Acad. year: 2023/2024
multidimensional normal distribution, conditional probability distribution
regression function
linear regression model
nonlinear regression model
analysis of variance
factor analysis
The use of statistical system STATISTICA and EXCEL for regression analysis.
Language of instruction
Number of ECTS credits
Mode of study
Guarantor
Department
Entry knowledge
Basics of the theory of probability, mathematical statistics and linear algebra - the normal distribution law, numeric characteristics of random variables and vectors and their point and interval estimates, principles of the testing of statistical hypotheses, solving a system of linear equations, inverse to a matrix.
Rules for evaluation and completion of the course
Aims
Study aids
Prerequisites and corequisites
Basic literature
ANDĚL, J. Statistické metody. Praha: MatFyzPress, 2007, 299 s. ISBN 80-7378-003-8. (CS)
WALPOLE, R.E., MYERS, R.H. Probability and Statistics for Engineers and Scientists. 8th ed. London: Prentice Hall, Pearson education LTD, 2007, 823 p. ISBN 0-13-204767-5. (EN)
Recommended reading
HEBÁK, P., HUSTOPECKÝ, J. Vícerozměrné statistické metody 1. Praha: Informatorium, 2007. 253 s. ISBN 8-07-3330356-9. (CS)
MELOUN, M., MILITKÝ, J.: Statistické zpracování experimentálních dat. Praha: PLUS, 1994, 839 s. ISBN 80-85297-56-6. (CS)
Classification of course in study plans
- Programme D-P-C-SI (N) Doctoral
branch PST , 2 year of study, winter semester, compulsory-optional
branch FMI , 2 year of study, winter semester, compulsory-optional
branch KDS , 2 year of study, winter semester, compulsory-optional
branch MGS , 2 year of study, winter semester, compulsory-optional
branch VHS , 2 year of study, winter semester, compulsory-optional - Programme D-K-C-SI (N) Doctoral
branch VHS , 2 year of study, winter semester, compulsory-optional
branch MGS , 2 year of study, winter semester, compulsory-optional
branch PST , 2 year of study, winter semester, compulsory-optional
branch FMI , 2 year of study, winter semester, compulsory-optional
branch KDS , 2 year of study, winter semester, compulsory-optional - Programme D-K-C-GK Doctoral
branch GAK , 2 year of study, winter semester, compulsory-optional
- Programme D-K-E-CE (N) Doctoral
branch FMI , 2 year of study, winter semester, compulsory-optional
branch KDS , 2 year of study, winter semester, compulsory-optional
branch MGS , 2 year of study, winter semester, compulsory-optional
branch VHS , 2 year of study, winter semester, compulsory-optional
branch PST , 2 year of study, winter semester, compulsory-optional
Type of course unit
Lecture
Teacher / Lecturer
Syllabus