Sumários

Lesson10

24 Novembro 2022, 18:00 José Passos

Introduction to bayesian statistics


Lesson9

17 Novembro 2022, 18:00 José Passos

Methods of estimation:

- method of moments
- method of maximum likelihood (mle)
Properties of mle
Introduction to bayesian statistics


Lesson8

10 Novembro 2022, 18:00 José Passos

Exercises (Sufficiency)

Likelihood
Score and Fisher information
Cramer-Rao Lower bound
Properties of estimators (bias, efficiency, mse and consistency)


Lesson7

3 Novembro 2022, 18:00 José Passos

Exponential family

Sufficient statistics
Minimal sufficient statistics


Lesson6

27 Outubro 2022, 18:00 José Passos

Delta method

Bootstrap simulation
Exponential family