## Course Info

Course Name | Basic Concepts of Mathematics and Statistics |

Program Name | BSc. Global Environmental and Sustainability Studies |

University | Leuphana Universität Lüneburg |

Course Files | Github Repo |

## Course Contents

The key topics that I covered during the semester were:

- Types of data
- Distribution of data
- Descriptive Statistics
- Measures of central tendencies: mean, median, mode
- Measures of dispersion: variance, range, quartiles, interquartile range
- Descriptive plots: scatter plots, line charts, bar charts, box plots, histograms, density plots

- Inferential Statistics
- Covariance and correlation
- Linear regression
- Statistical tests
- Shapiro Wilk’s test for normality
- Chi-square test
- F-test for equality of variances
- t-test for equality of means
- ANOVA

- Overview of research process