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