Part IChapter 1: Classical Theory1 Probability Theory and Stochastic Processes2 Parameter Estimation3 Hypothesis Testing4 Classical Statistical Model
Part IIChapter 2: High-Dimensional Statistics5 Concentration Inequalities6 Function Spaces7 High-Dimensional Statistics8 Random Matrix Theory
Part IIIChapter 3: Other Topics in Statistics9 Computational Statistics10 Deep Learning TheoryReferences