CompressionCovers the concept of compression and constructing prefix-free codes based on given information.
Probability and StatisticsCovers fundamental concepts in probability and statistics, including distributions, properties, and expectations of random variables.
Special Families of ModelsExplores completeness, minimal sufficiency, and special statistical models, focusing on exponential and transformation families.
Binary Choice ModelCovers the binary choice model, error term assumptions, specific constants, invariances, and distribution properties.