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Book Categories |
1 | Introduction | 1 |
2 | Random variable generation | 35 |
3 | Monte Carlo integration | 79 |
4 | Controling Monte Carlo variance | 123 |
5 | Monte Carlo optimization | 157 |
6 | Markov chains | 205 |
7 | The metropolis - Hastings algorithm | 267 |
8 | The slice sampler | 321 |
9 | The two-stage Gibbs sampler | 337 |
10 | The multi-stage Gibbs sampler | 371 |
11 | Variable dimension models and reversible jump algorithms | 425 |
12 | Diagnosing convergence | 459 |
13 | Perfect sampling | 511 |
14 | Iterated and sequential importance sampling | 545 |
A | Probability distributions | 581 |
B | Notation | 585 |
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