Stellar Systems DynamicsExplores stellar systems dynamics, covering models, equations, and velocity distributions in spherical and cylindrical coordinates.
Data Loading and FilteringCovers loading compressed files, filtering dataframes, and analyzing data distribution for effective analysis.
Optimality in Statistical InferenceDelves into the duality between confidence intervals and hypothesis tests, emphasizing the importance of precision and accuracy in estimation.
ECDF and QuantilesCovers ECDF, quantiles, mean, median, and box plots for dataset analysis.
Collisionless Boltzmann EquationExplores the Collisionless Boltzmann equation, distribution functions, Jeans theorems, resonances, chaotic orbits, and equilibria in stellar systems.