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Course detail

Models of regression

Subjet code :	FAST-DA64
Faculty:	Faculty of Civil Engineering
Academic year:	2011/2012
Open:	Yes
Supervisor:	RNDr. Helena Koutková, CSc.
Department:	Institute of Mathematics and Descriptive Geometry

Study level:	Doctoral
Study form:	full-time study
Language of instruction:	Czech
Number of credits:	n. a.
Completion:	examination
Year of study:	2
Semester:	winter
Duty:	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 1978 HEBÁK, P., HUSTOPECKÝ, J., MALÁ, I: Vícerozměrné statistické metody 1,2.3. INFORMATORIUM PRAHA 2007 ANDĚL, J.: Statistické metody. MATFYZPRESS PRAHA 2007 MELOUN, M., MILITKÝ, J.: Statistické zpracování experimentálních dat. PLUS Praha 1994 WALPOLE, 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
Teacher:	RNDr. Helena Koutková, CSc.