Probabilities and StatisticsCovers fundamental concepts in probabilities and statistics, including linear regression, exploratory statistics, and the analysis of probabilities.
Galaxy Speeds AnalysisExplores galaxy speed analysis through histograms, boxplots, and Q-Q plots for model comparison and outlier detection.
Model Selection in StatisticsExplores model selection in statistics, discussing principles, probabilistic models, characteristics evaluation, and data visualization methods.
Estimating GEV ParametersExplores techniques for estimating GEV parameters using graphical and likelihood-based methods, illustrated with real-world examples.