• Pravděpodobně máte vypnutý JavaScript. Některé funkce portálu nebudou funkční.

# Course detail

## Models of regression

Subjet code : FAST-DA64 Faculty of Civil Engineering 2011/2012 Yes RNDr. Helena Koutková, CSc. Institute of Mathematics and Descriptive Geometry Doctoral full-time study Czech n. a. examination 2 winter optional

The study programmes with the given course

 Objective of the course – aims of the course unit: To provide the students with knowledge needed for sophisticated applications of statistical methods. Objective of the course – learning outcomes and competences: n. a. Prerequisites: Subjects taught in the course DA52, DA62 - Probability and mathematical statistics Course contents (annotation): - multidimensional normal distribution, conditional probability distribution - regression function - linear regression model - nonlinear regression model - analysis of variance - factor analysis Teaching methods and criteria: n. a. Assesment methods and criteria linked to learning outcomes: Requirements for successful completion of the subject are specified by guarantor’s regulation updated for every academic year. Course curriculum: 1. Multidimensional normal distribution, conditional probability distribution. 2. Regression function. 3. - 5. Linear regression model. 5.-7. General linear regression model. 8. Singular linear regression model. 9.-10. Analysis of variance. 11.-12.Factor analysis. 13. Nonlinear regression model. Specification of controlled education, way of implementation and compensation for absences: Extent and forms are specified by guarantor’s regulation updated for every academic year. Recommended reading: ANDĚL, J.: Matematická statistika. SNTL/ALFA Praha 1978HEBÁK, P., HUSTOPECKÝ, J., MALÁ, I: Vícerozměrné statistické metody 1,2.3. INFORMATORIUM PRAHA 2007ANDĚL, J.: Statistické metody. MATFYZPRESS PRAHA 2007MELOUN, M., MILITKÝ, J.: Statistické zpracování experimentálních dat. PLUS Praha 1994WALPOLE, R.E., MYERS, R.H.: Probability and Statistics for Engineers and Scientists. Macmillan Publishing Company New York 1990

Type of course unit:
Lecture: 39 hours, optionally RNDr. Helena Koutková, CSc.