Computational methods: sampling and inferential issues
1. Random number generation algorithm:
- Acceptance- rejection algorithm;- Monte Carlo Methods;- Importance sampling;- Gibbs sampling;- Antithetic variables
2. Numerical methods for likelihood inference:
- EM algorithm;- Bootstrap;- Jackknife