Sumários
25 Novembro 2025, 08:00
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José Passos
Introduction to bayesian statistics:
- Uninformative priors: Jeffreys approach
- Informative priors: conjugate family
- Examples
- Bayes estimation
- Bayes credible interval
- HPD intervals
18 Novembro 2025, 08:00
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José Passos
Bootstrap
Introduction to bayesian statistics
- classical vs bayesian
- Bayes theorem
- Uninformative priors: Laplace approach
11 Novembro 2025, 08:00
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José Passos
Exponential family of distributions
Moment estimator
Maximum likelihood estimator (MLE)
Properties of MLE
Variance estimation
- delta method
4 Novembro 2025, 08:00
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José Passos
Properties of estimators: unbiasedness, minimum variance, MVUE, MSE, consistency
Cramer Rao lower bound
Rao-Blackwell theorem
Examples
28 Outubro 2025, 08:00
•
José Passos
Sufficiency: sufficient statistics and minimal sufficient
Likelihood and score
Fisher Information
Examples