1. |
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Markov inequality, convex set, Jensen's inequality |
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2. |
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characteristic function, transformation of variables |
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3. |
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sufficiency, completeness |
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4. |
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exponential family, least squares |
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5. |
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maximum likelihood estimation |
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6. |
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Bayes estimator, minimax |
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7. |
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information inequality, Rao-Cramer lower bound |
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8. |
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multivariate version of Rao-Cramer lower bound |
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9. |
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convergence in probability, convergence in distribution |
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10. |
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Slutzky theorem, central limit theorem |
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11. |
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tightness, delta methodconvergence equivalence |
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12. |
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M-estimation, limit theorems |
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13. |
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asymptotic comparisons,relative efficiency |
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