PackageTop level package documentation |
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pmwg: Particle Metropolis Within Gibbs. |
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SamplingFunctions for creating a sampler object and running the Particle Metropolis within Gibbs estimation methods. |
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Create a PMwG sampler and return the created object |
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Test whether object is a pmwgs |
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Run a stage of the PMwG sampler |
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Initialise values for the random effects |
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Data AccessFunctions for accessing and exporting samples in easy to work with formats. |
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Return a CODA mcmc object with the required samples |
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Relabel requested burn-in samples as adaptation |
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Augment existing sampler object to have subject specific epsilon storage |
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DatasetsData included in the package |
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Forstmann et al.'s data |
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A sampled object of a model of the Forstmann dataset |