Experimental Design and Predictive Multivariate Analysis - NMST705
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Hypotheses testing. Regression models. Experimental design. Methods of multivariate statistical analysis. Time
series
analysis. A course for
students
of chemistry at Charles University.
Last update: T_KPMS (11.05.2015)
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To demonstrate selected methods of statistical data analysis and their application to experimental material. Last update: G_M (07.05.2014)
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Aktivní účast, maximálně 3 neomluvené absence. Provedení analýzy dat formou písemného zodpovězení otázek k výstupnímu protokolu ze statistického softwaru. Last update: Zichová Jitka, RNDr., Dr. (30.01.2018)
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D.L.Massart et al. : Handbook of Chemometrics and Qualimetrics. Elsevier, Amsterdam, 1997.
J. Zichová: Plánování experimentů a predikční vícerozměrná analýza. Karolinum, Praha, 2007. Last update: G_M (07.05.2014)
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Seminar. Last update: G_M (07.05.2014)
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Two-sample tests. Regression. Analysis of variance. Factorial experimental design. Principal component analysis. Cluster analysis. Discriminant analysis. Time series analysis. Last update: G_M (07.05.2014)
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Basics of probability and mathematical statistics are recommended but not necessary. Last update: Zichová Jitka, RNDr., Dr. (29.05.2019)
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