Statistical Models- A. C. Davison, École Polytechnique Fédérale, Lausanne
Series:
Cambridge Series in Statistical and Probabilistic Mathematics(No. 11)
Table of Contents 1. Introduction
2. Variation
3. Uncertainty
4. Likelihood
5. Models
6. Stochastic models
7. Estimation and hypothesis testing
8. Linear regression models
9. Designed experiments
10. Nonlinear regression models
11. Bayesian models
12. Conditional and marginal inference.