Probability Theory and Statistical Inference

Probability Theory and Statistical Inference

Empirical Modeling with Observational Data

Spanos, Aris

Cambridge University Press

09/2019

782

Dura

Inglês

9781107185142

15 a 20 dias

1680

Descrição não disponível.
1. An introduction to empirical modeling; 2. Probability theory as a modeling framework; 3. The concept of a probability model; 4. A simple statistical model; 5. Chance regularities and probabilistic concepts; 6. Statistical models and dependence; 7. Regression models; 8. Introduction to stochastic processes; 9. Limit theorems in probability; 10. From probability theory to statistical inference; 11. Estimation I: properties of estimators; 12. Estimation II: methods of estimation; 13. Hypothesis testing; 14. Linear regression and related models; 15. Mis-specification (M-S) testing.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.