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Shortening and tweaking text of added aux var comment
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@matt-graham
matt-graham committed Feb 18, 2025
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Expand Up @@ -77,9 +77,9 @@ The package has a modular design,
which allow users to easily try out different algorithmic components and options,
and to extend the package with new algorithms.
This is exemplified in the Barker proposal implementation,
which allows customising the distribution over the auxiliary noise variables used in generating the proposal.
As discussed in @vogrinc2023optimal and illustrated in one of the package vignettes,
this can lead to significant improvements in sampling efficiency in some cases.
which allows customizing the distribution over the auxiliary variables used in generating the proposal.
As discussed in @vogrinc2023optimal and illustrated in a package vignette,
this can significantly improvement sampling efficiency in some cases.
`rmcmc` has a pure R codebase with minimal required dependencies,
making it a lightweight addition to other projects.
The package also interfaces with several others in addition to BridgeStan,
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