Online Materials
Books
Books
Lecture Notes
Lecture Notes
Asymptotic Analysis, 2022.
Stability of Markov Process, 2018.
Survival Analysis, 2017.
Convex Analysis, 2017.
Tutorials
Tutorials
Constrained Optimization, 2020.
Introduction to R with the R Markdown source for compilation, 2018.Â
Basics of Measure Theory, 2018.
Generalized Linear Model (GLM)
Generalized Linear Model (GLM)
Linear Mixed Model (LMM), 2019.
Statistical Learning Theory
Statistical Learning Theory
Notes by Topics
Notes by Topics
Statistical Inference
Statistical Inference
Statistical Learning Theory
Statistical Learning Theory
Reinforcement Learning
Reinforcement Learning
Measure Theory and Probability
Measure Theory and Probability
Hadamard Differentiability, 2017.
Convergence in D Space, 2017.