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Statistical foundations for econometric techniques / Asad Zaman.

By: Contributor(s): Material type: TextPublication details: San Diego : Academic Press, 1996.Description: xxvi, 570p. : illISBN:
  • 0127754156 (pbk.)
ISSN:
  • 9780127754154
Subject(s): LOC classification:
  • HB139 .Z1
Contents:
1. Least Squares and Projections -- 2. Maximum Likelihood -- 3. Bayesian Estimators for Regression -- 4. Minimax Estimators -- 5. Robust Regression -- 6. Stringent Tests -- 7. UMP Invariant Hypothesis Tests -- 8. Some Tests for Regression Models -- 9. Applications: F and Related Tests -- 10. Similar Regression Models -- 11. Consistency of Tests and Estimators: Direct Methods -- 12. Consistency of Estimators: Indirect Methods -- 13. Asymptotic Distributions -- 14. More Accurate Asymptotic Approximations -- 15. Asymptotic Optimality of ML and LR -- 16. Simple Examples -- 17. Utilizing Information of Uncertain Validity -- 18. Hierarchical Bayes & the Gibbs Sampler -- App. A : The Multivariate Normal Distribution -- App. B : Uniformly Most Powerful Tests -- App. C : A Review of Decision Theory.
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Books Methodist University Library Main General Stacks Reference HB139 .Z1 (Browse shelf(Opens below)) 1 Available 37899

Bibliography : p. 541-562.

1. Least Squares and Projections --
2. Maximum Likelihood --
3. Bayesian Estimators for Regression --
4. Minimax Estimators --
5. Robust Regression --
6. Stringent Tests --
7. UMP Invariant Hypothesis Tests --
8. Some Tests for Regression Models --
9. Applications: F and Related Tests --
10. Similar Regression Models --
11. Consistency of Tests and Estimators: Direct Methods --
12. Consistency of Estimators: Indirect Methods --
13. Asymptotic Distributions --
14. More Accurate Asymptotic Approximations --
15. Asymptotic Optimality of ML and LR --
16. Simple Examples --
17. Utilizing Information of Uncertain Validity --
18. Hierarchical Bayes & the Gibbs Sampler --
App. A : The Multivariate Normal Distribution --
App. B : Uniformly Most Powerful Tests --
App. C : A Review of Decision Theory.

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