Elements of Higher Mathematics II

Type of study	Follow-up Master
Language of instruction	Czech
Code	470-4124/01
Abbreviation	EVM II
Course title	Elements of Higher Mathematics II
Credits	6
Coordinating department	Department of Applied Mathematics
Course coordinator	Ing. Jan Kracík, Ph.D.

Subject syllabus

Probability theory:
Probability space
Random variable, random vector
Selected probability distributions
Limit theorems

Mathematical statistics:
Independent random samples
Hypothesis tests
Statistical estimation
Analysis of variance
Linear regression

Numerical methods:
Data fitting
Numerical integration
Iterative methods for solution of nonlinear equations
Numerical solution to ordinary differential equations

Literature

RAO, C. RADHAKRISHNA. Linear statistical inference and its applications. 2. ed., paperback ed. New York: Wiley, 2002. .

Quarteroni, R. Sacco, F. Saleri, Numerical Mathematics. Springer, 2007.

Advised literature

TEETOR, Paul. R cookbook. Sebastopol, CA: O'Reilly, 2011. ISBN 9780596809157

W.H. Press, B.P. Flannery, S.A. Teukolski, W.T. Vetterling, Numerical Recipes in C. Cambridge University Press, 19

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