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Adv. Statistics for ESS

This class was created by Brainscape user Diletta !. Visit their profile to learn more about the creator.

By: Diletta !
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Decks in this class (10)

1. Sufficiency
Statistic 1,
Sufficient statistic 2,
Neyman fisher factorization th 3
7  cards
2. The Exponential family
One parameter expo fam 1,
E r x and v r x 2,
Property of closure under random ...
8  cards
3. Fisher information
Score function 1,
E s and v s 2,
Fisher information 3
6  cards
4. Ancillarity
Ancillary statistic 1,
Location family 2,
Scale family 3
4  cards
5. Completeness
Completeness 1,
Transformation of comp stat 2,
Basu s th 3
4  cards
6. MLE
Likelihood function 1,
Mle and how to find it 2,
Invariance property 3
6  cards
7. MSE and the UMVUE
Mse 1,
Unbiased 2,
Umvue 3
9  cards
8. The Cramér-Rao lower bound and efficiency
Crlb 1,
Proof of th crlb 2,
Condition to achieve the crlb 3
4  cards
9. Hypothesis testing
Types of errors 1,
Power function 2,
Dimension and level of a test 3
12  cards
10. Asymptotics
Convergence in probability 1,
Convergence in mean of order k 2,
Convergence in distribution 3
10  cards

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Adv. Statistics for ESS

  • Class purpose General learning

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