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Rmodule: Automated Markov Chain Monte Carlo for Arbitrarily Structured Correlation Matrices
Supports automated Markov chain Monte Carlo for arbitrarily structured correlation matrices. The user supplies data, a correlation matrix in symbolic form, the current state of the chain, a function that computes the log likelihood, and a list of prior distributions. The package's flagship function then carries out a parameter-at-a-time update of all correlation parameters, and returns the new state. The method is presented in Hughes (2023), in preparation.
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Package details |
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| Author | John Hughes [aut, cre] |
| Maintainer | John Hughes <drjphughesjr@gmail.com> |
| License | GPL (>= 2) |
| Version | 1.0 |
| Package repository | View on CRAN |
| Installation |
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