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Lecturer(s)
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Záhorová Věra, Mgr. Ph.D.
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Holá Jana, doc. Ing. Ph.D.
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Javůrek Milan, doc. Ing. CSc.
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Čegan Lukáš, Ing. Ph.D.
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Course content
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Errors, error propagation and uncertainties of instrumental measurements. One-and two-factor analysis of variance (ANOVA). Exploratory analysis of univariate data in the interactive analysis of univariate data. Statistical testing and diagnostic analysis of univariate data graphs. Construction of the linear regression model regression triplet. Linear and nonlinear calibration of instrumental data. Overview of multivariate statistical methods and principal component analysis with the analysis of clusters. Summary of principles for processing of statistical data in the thesis. Practicing exploatorní analysis. Statistical testing and diagnostic plots. Analysis of variance ANOVA. Practicing law on the accumulation of errors. Linear regression models. Examples of multivariate statistical methods. Preparing for statistical data processing within Dipl. labor.
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Learning activities and teaching methods
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Monologic (reading, lecture, briefing), Methods of individual activities, Skills training
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Learning outcomes
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The aim of the course is to familiarize students with an overview of interactive methods of statistical processing of data on a computer in medicine and science. Students next methodologies interactive dialog data analysis also familiar with their practical use in dozens of practical examples from the biochemical, medical and pharmacological practice. The teaching is also a separate problem solving medical practice in the form of term paper on a selected statistical software ADSTAT and QC-Expert.
Students gain knowledge and practical skills with the most used software in the Czech Republic in the field of computer analysis of medical and other scientific data.
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Prerequisites
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unspecified
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Assessment methods and criteria
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Oral examination, Home assignment evaluation, Didactic test
Compliance with mandatory 75% attendance at lectures and seminars. Completing assigned written work. Successful completion of a written test.
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Recommended literature
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KLEMERA P., KLEMEROVÁ V. Základy aplikované statistiky pro studující farmacie. Praha , Karolinum, 1997.
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KUBÁNKOVÁ V., HENDL J. Statistika pro zdravotníky. Praha, Avicenum 1987 s. 278 (1-35).
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ORVIS W.O. MS Excel pro vědce a inženýry. Praha. Computer Press 1996 s. 498 (121-171, 479-484)., 1996. ISBN 80-85896-49-4.
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