Lectures related to Qualitative variation

Discusses urban models, economic theories on land and real estate, and the concept of arbitrage.

Discrete Variables: Spatial Arrangement and Neighbourhood

Covers geometric properties, spatial arrangement, autocorrelation, and neighbourhood analysis in geographic information systems.

Decision Trees: Classification

Introduces decision trees for classification, covering entropy, split quality, Gini index, advantages, disadvantages, and the random forest classifier.

PM Flows: Direction Changes and Shocks

Explores compressible flows, Mach number, pressure, temperature variations, and shock waves.

Supervised Learning: Classification Algorithms

Explores supervised learning in financial econometrics, emphasizing classification algorithms like Naive Bayes and Logistic Regression.