Statistical methods in biological sciences

Categories

Environmental Transformation
 Specialized Module Courses
University: University of Silesia in Katowice
ECTS: 5
BC/AC: BC
Modality: online
Start date: 24.02.2025
End date: 30.06.2025
Time: TBC
Language: English, Polish

Description

Objective: learning basic data processing techniques. Topics:

  • Data management.
  • Descriptive statistics: sorting data, description of variables, description of the character and structure of population basing on a sample.
  • Frequency tables: construction and description, frequency table as an empirical distribution.
  • Statistical distributions: normal distribution, t-Student distribution, chi-squared distribution, Fisher-Snedecor distribution, parameters of distribution.
  • Techniques of statistical inference: statistical hypotheses, statistical significance, accepting and rejecting the null hypothesis
  • Parametric significance tests for two variables: t- Student tests for two independent samples and two related samples, z test, Fisher-Snedecor test for two samples.
  • Chi-squared tests: goodness-of-fit test, test of association between variables.

Requirements: Students should have a computer with Microsoft.