date | title | topics | homework | homework_date |
---|---|---|---|---|
18.02.25 | Introduction | Basic terms, Literature, Data, Levels of Measurement, Data Collection | Choose one of the following five groups and collect the data about the participants accordingly Data to collect for the groups
Collect the data matrix, determine the level of measurement of each variable and send me your data collection via email until weekend. Make it a group work! organise yourself! No one is an island! |
24.02.25 |
25.02.25 | Introduction into R | R programming, Data types & structures, Basic calculations, Data import/export, Variables & operations | ||
04.03.25 | Explorative Statistics/Graph. Display | Plots, Plots, Plots | ||
11.03.25 | Descriptive Statistics | Data Distribution, Central Tendency, Dispersion Measures, Shape of Distributions | ||
18.03.25 | Nonparametric Tests | Inductive Statistics, Hypothesis Testing, Nonparametric Tests, Chi-Square Test, Kolmogorov-Smirnov Test | ||
25.03.25 | *no class* | |||
01.04.25 | Basic Probability Theory | Probability Theory, Statistical Tests, Sampling & Population, Combinatorics, Binomial Distribution | ||
08.04.25 | Parametric Tests | Data Sampling, Parametric vs. Non-Parametric Tests, Normality Testing, t-Test & F-Test, ANOVA | ||
15.04.25 | Regression & Correlation | Regression Analysis, Correlation, Data Visualization, Statistical Modelling | ||
22.04.25 | *no class* | |||
29.04.25 | Cluster Analysis | Distance Measures, Hierarchical Clustering, Non-Hierarchical Clustering | ||
06.05.25 | *no class* | |||
13.05.25 | Correspondence Analysis | Correspondence Analysis, Multidimensional Data & Data Representation, Data Normalisation | ||
20.05.25 | *no class* | |||
27.05.25 | Test | blood, toil, tears, sweat |