Course Details
Models of regression
Academic Year 2025/26
DAB037 course is part of 20 study plans
DKA-V Winter Semester 2nd year
DKC-V Winter Semester 2nd year
DPA-V Winter Semester 2nd year
DPC-V Winter Semester 2nd year
DKA-E Winter Semester 2nd year
DKC-E Winter Semester 2nd year
DPA-E Winter Semester 2nd year
DPC-E Winter Semester 2nd year
DKA-K Winter Semester 2nd year
DKC-K Winter Semester 2nd year
DPA-K Winter Semester 2nd year
DPC-K Winter Semester 2nd year
DKA-M Winter Semester 2nd year
DKC-M Winter Semester 2nd year
DPA-M Winter Semester 2nd year
DPC-M Winter Semester 2nd year
DPC-S Winter Semester 2nd year
DPA-S Winter Semester 2nd year
DKC-S Winter Semester 2nd year
DKA-S Winter Semester 2nd year
Course Guarantor
Institute
Language of instruction
Czech
Credits
10 credits
Semester
Forms and criteria of assessment
Offered to foreign students
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
MELOUN, M., MILITKÝ, J.: Statistické zpracování experimentálních dat. Praha: PLUS, 1994, 839 s. ISBN 80-85297-56-6. (cs)
HEBÁK, P., HUSTOPECKÝ, J. Vícerozměrné statistické metody 1. Praha: Informatorium, 2007. 253 p. ISBN 8-07-3330356-9. (cs)
Course on BUT site
Lecture
13 weeks, 3 hours/week, elective
Syllabus
- 1. Multidimensional normal distribution, conditional probability distribution.
- 2. Regression function.
- 3.–5. Linear regression model.
- 6.–7. General linear regression model.
- 8. Singular linear regression model.
- 9.–10. Analysis of variance.
- 11.–12.Factor analysis.
- 13. Nonlinear regression model.