Welcome to the "02-Statistical-Analysis" section! In this section, you will find a collection of scripts and resources related to various statistical analysis approaches used in data analysis. I tried to cover a wide range of topics and techniques without being to exhaustive.
- Hypothesis-Testing: Includes Analysis of Variance (ANOVA), Analysis of Covariance (ANCOVA) and Chi-Squared Testing
- Probaility and Likelihood: Explore scripts that deal with various probability distributions commonly used in statistical analysis, as well as the self implemented MLE approach to fit parameters.
- Regression Model: Discover scripts performing regression analysis to model relationships between variables with linear and multiple regression, GLMS or LMMs and optimzinhg anaylsis with model selection
- Time Series: A script analysing components and stationarity of time series data of air travel.
- Uncertainty Analysis: Learn about how to handle uncertainty in fitting or error propagation.