लोड हो रहा है...
Theoretical statistics : topics for a core course /
| मुख्य लेखक: | |
|---|---|
| स्वरूप: | Printed Book |
| प्रकाशित: |
New York :
Springer,
2010.
|
| श्रृंखला: | Springer texts in statistics,
|
| विषय: | |
| ऑनलाइन पहुंच: | http://www.loc.gov/catdir/enhancements/fy1311/2010935925-t.html http://www.loc.gov/catdir/enhancements/fy1311/2010935925-b.html http://www.loc.gov/catdir/enhancements/fy1311/2010935925-d.html |
विषय - सूची:
- Probability and measure
- Exponential families
- Risk, sufficiency, completeness, and ancillarity
- Unbiased estimation
- Curved exponential families
- Conditional distributions
- Bayesian estimation
- Large-sample theory
- Estimating equations and maximum likelihood
- Equivariant estimation
- Empirical bayes and shrinkage estimators
- Hypothesis testing
- Optimal tests in higher dimensions
- General linear model
- Bayesian inference : modeling and computation
- Asymptotic optimality
- Large-sample theory for likelihood ratio tests
- Nonparametric regression
- Bootstrap methods
- Sequential methods
- Appendix 1: Functions
- Appendix 2: Topology and continuity in Rn
- Appendix 3: Vector spaces and the geometry of Rn
- Appendix 4: Manifolds and tangent spaces
- Appendix 5: Taylor expansion for functions of several variables
- Appendix 6: Inverting a partitioned matrix
- Appendix 7: Central limit theory
- Solutions.