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Lecturer(s)
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Mašín Vladimir, MUDr. Ph.D.
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Course content
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Lectures: 1. Introduction to biostatistics and descriptive statistics 2. Descriptive statistics, graphical presentation of data 3. Probability: types of distribution, characteristics of random variables, percentiles 4. Hypotheses testing: parametric tests, non-parametric tests 5. Hypotheses testing: non-parametric tests, goodness-of-fit tests 6. Contingency tables, tests of independence (Chi-square test of independence) 7. Analysis of Variance 8. Correlation and regression: t-tests, F-tests 9. Regression models 10. Reserve Tutorials: 1. Statgraphics Centurion Software 2. Descriptive statistics, graphical presentation of data 3. Probability models, percentiles 4. Hypotheses testing - parametric tests 5. Goodness-of-Fit tests 6. Non-parametric test (Chi-square test, goodness-of-fit tests) 7. Contingency 8. Analysis of Variance (ANOVA) 9. Regression and correlation 10. Reserve
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Learning activities and teaching methods
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Monological explanation (lecture, presentation,briefing)
- Class attendance
- 56 hours per semester
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Learning outcomes
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The course introduces basic procedures of data analysis from the medical, sociological, biological and psychological sphere. It also contains principles of theory of probability, mathematical statistics and analysis of dependences.
Student will be able to apply basic statistical methods of analysing data with the help of the statistical programme STATGRAPHICS.
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Prerequisites
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Knowledge of ZBI (Principals of Biostatistics), computer skills.
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Assessment methods and criteria
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Written exam
Credit - attendance min. 80 %, written credit test min. 60 %. Exam - written exam min. 60 %.
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Recommended literature
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GURINOVÁ, K., HOVORKOVÁ VALENTOVÁ, V. Základy práce s programem STATGRAPHICS CENTURION XVI. TU v Liberci. Liberec, 2011. ISBN 978-80-7372-810-6.
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HAVRÁNEK, J., VURM, V., ZÁŠKODNÝ, P., ŽIŠKOVÁ, R. Základy zdravotnické statistiky. České Budějovice Jihočeská univerzita, 2002. ISBN 80-7040-663-1.
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HENDL, J. Kvalitativní výzkum. Praha: Portál, 2005. ISBN 80-7367-040-2.
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HENDL, J. Přehled statistických metod zpracování. Praha: Portál, 2006. ISBN 80-7367-123-4.
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Hindls R., Hronová S., Seger J. Statistika pro ekonomy. Praha: Professional Publishing, 2006. ISBN 80-86419-99-1.
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PECÁKOVÁ, I. Statistika v terénních průzkumech. Praha: Professional Publishing, 2009.
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ŘEZANKOVÁ, H. Analýza dat z dotazníkových šetření. 2. vyd. Praha: Professional Publishing, 2010.
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SKALSKÁ, Hana a Pravoslav STRÁNSKÝ. Základy biostatistiky. Praha Karolinum, 2007. ISBN 80-7066-881-4.
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ZVÁROVÁ, Jana. Základy statistiky pro biomedicínské obory. Biomedicínská statistika I.. Praha: Karolinum, 2016. ISBN 978-80-246-3416-6.
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