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
|
|
 |