29 June 2026 to 17 July 2026
Chorzów, Katowice, Sosnowiec
Europe/Warsaw timezone

Basic lecture 3h | Statistical analysis in machine learning research

6 Jul 2026, 09:00
2h 15m
9 (Sosnowiec)

9

Sosnowiec

Będzińska 39

Speaker

Małgorzata Przybyła-Kasperek (University of Silesia in Katowice)

Description

Małgorzata Przybyła-Kasperek. PhD, MSc, Assoc. Prof.
In research, the ability to justify the statistical significance of the formulated hypotheses is essential. The lecture aims to familiarize students with the basic concepts of statistical inference and the available software for performing statistical tests. Another goal is to teach students how to choose the appropriate test depending on samples and hypotheses and interpret the obtained results. When selecting the test, the dependency/independence of samples, number of samples, normality of distributions and homogeneity of variances will be considered. The test types considered will include: Z-test, t-test, Wilcoxon test, McNemar test, analysis of variance F test, Friedman test, Cochran test, Welch test, Mann-Whitney test, KruskalWallis test, Chi^2 test. ays simple and obvious?

Presentation materials

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