Probability and Statistics
Subject Probability and Statistics (PaS)
Guarantee doc. RNDr. Marek Sedlačík, Ph.D.
Department Katedra kvantitativních metod
Specialization NO
Profiling subject YES
Theory profiling subject NO
Final exam NO
Multi semestral subject NO
Subject is guaranted by other school NO
Optionality Povinný
Clasification Zápočet + Zkouška
Credits 3
Recommended year/semester 2/3
Number of weeks 14
Celkem (h) Př. Cv. Lab. Sem. Kurzy Praxe Stáže Soustř. Exkurze Terén SP Konzultace PV
Basic statistical concepts 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Descriptive statistics 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Probability - Part 1 (Random event, probability of random event, definition of probability) 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Probability - Part 2 (conditional probability, Bayes formula) 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Random variable 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Models of Discrete Random Variables 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Models of continuous random variables 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Law of large numbers and limit theorems 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Point estimates 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Interval estimates 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Hypothesis testing - tests on the shape of the distribution 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Hypothesis testing - one-sample test 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Hypothesis testing - two-sample tests 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Application of statistical methods 4 2 2 0 0 0 0 0 0 0 0 0 0 0
Povinná:
Neubauer, J., Sedlačík, M.a O. Kříž. Základy statistiky – Aplikace v technických a ekonomických oborech. 2. vyd. Grada 2016.
Mann, P. S. Introductory Statistics. 6th edition. Hoboken: Wiley, 2007.

Doporučená:
Anděl, J. Základy matematické statistiky. 2. vyd. Praha: Matfyzpress, 2007, 358 s.
Anděl, J. Statistické metody. 3. vydání. Praha: Matfyzpress, 2003.
Larson, R. a B. Farber. Elementary Statistics: Picturing the World, Global Edition. 6. vydání, Verlag, 2014.

účast na cvičení, zpracování projektu, zkouška - písemná, ústní