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Book Categories |
Preface | ||
1 | Introduction | 1 |
2 | Normal Approximations to Likelihoods and to Posteriors | 14 |
3 | Nonnormal Approximations to Likelihoods and Posteriors | 40 |
4 | The EM Algorithm | 64 |
5 | The Data Augmentation Algorithm | 90 |
6 | Markov Chain Monte Carlo: The Gibbs Sampler and the Metropolis Algorithm | 137 |
References | 193 | |
Subject Index | 203 |
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