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| Author: | Wakefield, J. |
| Title: | Bayesian analysis of linear and non-linear population by using the Gibbs sampler |
| Journal: | Applied Statistics
1994 : VOL. 43:1, p. 201-222 |
| Index terms: | MODELS POPULATION NON-LINEAR MODELS |
| Language: | eng |
| Abstract: | A fully Bayesian analysis of linear and non-linear population models has previously been unavailable, as a consequence of the seeming impossibility of performing the necessary numerical integrations in the complex multiparameter structures that typically arise in such models. It is demonstrated that, for a variety of linear and non-linear population models, a fully Bayesian analysis can be implemented in a straightforward manner by using the Gibbs sampler. |
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