NicolaBernini / Course_Statistics

Material related to an Introductory Statistics Course

Course_Statistics

Material related to an Introductory Statistics Course

NOTES

This material contains Math in Latex so please install Tex all the things - Chrome Plugin

The MD pages in the repo are deprecated, please navigate the content using the Repo Issues starting from Index instead

DEPRECATED

Use this Index instead

Bayesian Inference

Lesson 1 - Basic Elements

• Theory: View (MD+MathJax), View (StackEdit) Source
  • Foundations of Bayesian Inference
  • Introductory Elements: Hypothesis, Observation, Likelihood, ...

Lesson 2 - Computational Complexity

• Theory: View
  • Computational Complexity of the Integrals used in Bayesian Framework and effect on normalisation, marginalisation, estimation

Markov Process

Lesson 1 - Basic Elements

• Theory: View (MD+MathJax)
  • Foundations of Markov Process
  • Markov Chain, Hidden Markov Models, ...