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Statistics - NSTP097

Title:	Statistika
Guaranteed by:	Department of Probability and Mathematical Statistics (32-KPMS)
Faculty:	Faculty of Mathematics and Physics
Actual:	from 2013 to 2017
Semester:	winter
E-Credits:	9
Hours per week, examination:	winter s.:4/2, C+Ex [HT]
Capacity:	unlimited
Min. number of students:	unlimited
4EU+:	no
Virtual mobility / capacity:	no
State of the course:	not taught
Language:	Czech
Teaching methods:	full-time
Teaching methods:	full-time
Additional information:	http://www.karlin.mff.cuni.cz/~kulich/vyuka/statfpm/index.html

Guarantor:	doc. Mgr. Michal Kulich, Ph.D.
Classification:	Mathematics > Probability and Statistics
Interchangeability :	NMFM301
Is incompatible with:	NMUE012, NMUE032, NSTP124, NSTP070, NMFM301, NMAI010
Is interchangeable with:	NMFM301
Is complex co-requisite for:	NEKN041

Annotation -

Last update: T_KPMS (20.05.2008)

Foundations of probability theory and selected statistical methods.

Aim of the course -

Last update: T_KPMS (20.05.2008)

Understand the foundations of probability theory and their

applications to statistical data analysis, master basic principles of

statistical estimation and testing. Become familiar with most common

statistical tests and their application to real data.

Literature - Czech

Last update: RNDr. Pavel Zakouřil, Ph.D. (05.08.2002)

Anděl J.: Statistické metody. MATFYZPRES, Praha 1998

Teaching methods -

Last update: G_M (27.05.2008)

Lecture+exercises.

Syllabus -

Last update: T_KPMS (20.05.2008)

1. Random variable.

2. Random vector.

3. Transformations of random variables and vectors.

4. Limit theorems.

5. Estimation theory, empirical estimates. Theory of hypotheses

testing.

6. One-sample, paired, and two-sample tests.

7. Analysis of variance.

8. Linear regression.

9. Survey sampling.