| 18.02.25 |
Introduction |
Basic terms, Literature, Data, Levels of Measurement, Data Collection |
smada01 |
smada01 |
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| 25.02.25 |
Introduction into R |
R programming, Data types & structures, Basic calculations, Data import/export, Variables & operations |
smada02 |
smada02 |
02-chapter |
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| 04.03.25 |
Explorative Statistics/Graph. Display |
Plots, Plots, Plots |
smada03 |
smada03 |
03-chapter |
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| 11.03.25 |
Descriptive Statistics |
Data Distribution, Central Tendency, Dispersion Measures, Shape of Distributions |
smada04 |
smada04 |
04-chapter |
Video 1 |
| 18.03.25 |
Nonparametric Tests |
Inductive Statistics, Hypothesis Testing, Nonparametric Tests, Chi-Square Test, Kolmogorov-Smirnov Test |
smada05 |
smada05 |
05-chapter |
Video 1; Video 2 |
| 25.03.25 |
*no class* |
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| 01.04.25 |
Basic Probability Theory |
Probability Theory, Statistical Tests, Sampling & Population, Combinatorics, Binomial Distribution |
smada06 |
smada06 |
06-chapter |
Video 1; Video 2 |
| 08.04.25 |
Parametric Tests |
Data Sampling, Parametric vs. Non-Parametric Tests, Normality Testing, t-Test & F-Test, ANOVA |
smada07 |
smada07 |
07-chapter |
Video 1 |
| 15.04.25 |
Regression & Correlation |
Regression Analysis, Correlation, Data Visualization, Statistical Modelling |
smada08 |
smada08 |
08-chapter |
Video 1; Video 2 |
| 22.04.25 |
*no class* |
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| 29.04.25 |
Cluster Analysis |
Distance Measures, Hierarchical Clustering, Non-Hierarchical Clustering |
smada09 |
smada09 |
09-chapter |
Video 1 |
| 06.05.25 |
*no class* |
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| 13.05.25 |
Correspondence Analysis |
Correspondence Analysis, Multidimensional Data & Data Representation, Data Normalisation |
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| 20.05.25 |
*no class* |
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| 27.05.25 |
Test |
blood, toil, tears, sweat |
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