Sequential Monte Carlo samplers
We propose a methodology to sample sequentially from a sequence of probability distributions that are defined on a common space, each distribution being known up to a normalizing constant. These probability distributions are approximated by a cloud of weighted random samples which are propagated ove...
| Main Authors: | , , |
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| Format: | Journal article |
| Language: | English |
| Published: |
2006
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