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Lecturer(s)
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Půlpán Zdeněk, prof. PhDr. RNDr. CSc.
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Jahodová Berková Andrea, Mgr. Ph.D.
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Course content
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Combinatorics. Random event and his probability. Conditional probability, independence of events. Random variable. Characteristics of random variable. Some important theoretical probability distributions. Limits theorems. Population and random sample, methods of descriptive statistics. Estimation theory. Testing hypotheses. Nonparametric methods. Linear regression. Correlation. Essential methods of time series analysis.
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Learning activities and teaching methods
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Monologic (reading, lecture, briefing), Dialogic (discussion, interview, brainstorming), Methods of individual activities, Projection
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Learning outcomes
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The main goal of discipline is to familiarise students with the basic ideas of theory of probability necessary for explication of statistical methods and to present fundamental statistical methods used for data processing in technical and economical practice.
Knowledge of basics concepts of probability theory, ability to use essentials methods of mathematical statistics, ability to use statistical function of calcilator and MS Excel.
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Prerequisites
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highschool mathematics, Mathematics I
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Assessment methods and criteria
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Oral examination, Written examination
Conditions for credit are: 1 examination paper - student is successful if he/she obtains 50% of possible points, 1 seminary work. Form, contents and length of the exam are determined in accordance with Study and Examining Rules of University of Pardubice. The exam consists of two parts, a written test and a theoretical exam. Student passes successfully the written test as well as the theoretical part of exam if he/she obtains at minimum 50% of possible points in each part.
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Recommended literature
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Arltová, M. Sbírka příkladů ze statistiky (A). Praha: VŠE, 1997.
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Cyhelský, L., Hustopecký, J., Závodský, P.. Příklady k základům statistiky. Praha: SNTL, 1988. ISBN 04-317-88.
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Cyhelský, Lubomír. Elementární statistická analýza. Praha: Management Press, 1996. ISBN 80-85943-18-2.
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Hindls, R., Kaňoková, J., Novák, I. Statistické metody Statistika B. Praha: VŠE, 1996.
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Horálek, Vratislav. Základní statistické výpočty s podporou Microsoft Excel. Praha: Česká společnost pro jakost, 2001. ISBN 80-02-01427-8.
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Kolda, S. Úvod do počtu pravděpodobnosti a matematické statistiky. Univerzita Pardubice, 1998.
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Kožíšek, J. Statistické tabulky a jejich použití. Praha: ČVUT, 1996.
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Potocký, R. Zbierka úloh z pravděpodobnosti a matematickej štatistiky. Bratislava: Alfa, 1986. ISBN 63-570-86.
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Souček, E. Základy statistiky. Pardubice: Univerzita Pardubice, 2000.
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