1Historical Axioms and the Philosophical Evolution of Probability
9Resampling Methods and Nonparametric Statistics
2Combinatorial Probability and Fundamentals of Stochastic Systems
10Stochastic Processes and Time Series Analysis
3Univariate and Multivariate Random Variables
11Multivariate Statistical Analysis
4Asymptotic Theory and Limit Theorems
12High-Dimensional Statistics and Regularization
5Point Estimation and the Theory of Data Reduction
13Computational Statistics and Algorithmic Optimization
6Hypothesis Testing and Confidence Intervals
14Predictive Inference and Algorithmic Learning Theory
7Bayesian Inference and Decision Theory
15Causal Inference and Sequential Design
8Linear Models and Regression Analysis
16About Author & Publisher
