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A system for writing hierarchical statistical models largely compatible with 'BUGS' and 'JAGS', writing nimbleFunctions to operate models and do basic R-style math, and compiling both models and nimbleFunctions via custom- generated C++. 'NIMBLE' includes default methods for MCMC, particle filtering, Monte Carlo Expectation Maximization, and some other tools. The nimbleFunction system makes it easy to do things like implement new MCMC samplers from R, customize the assignment of samplers to different parts of a model from R, and compile the new samplers automatically via C++ alongside the samplers 'NIMBLE' provides. 'NIMBLE' extends the 'BUGS'/'JAGS' language by making it extensible: New distributions and functions can be added, including as calls to external compiled code. Although most people think of MCMC as the main goal of the 'BUGS'/'JAGS' language for writing models, one can use 'NIMBLE' for writing arbitrary other kinds of model-generic algorithms as well. A full User Manual is available at <https://r-nimble.org>.

copied from cf-staging / r-nimble
Type Size Name Uploaded Downloads Labels
conda 9.0 MB | win-64/r-nimble-1.3.0-r44h891d650_0.conda  8 months and 9 days ago 332 main
conda 9.6 MB | win-64/r-nimble-1.3.0-r43h891d650_0.conda  8 months and 9 days ago 336 main
conda 9.0 MB | osx-64/r-nimble-1.3.0-r44h9c54416_0.conda  8 months and 9 days ago 245 main
conda 9.7 MB | linux-64/r-nimble-1.3.0-r43h773be8d_0.conda  8 months and 9 days ago 855 main
conda 8.9 MB | linux-64/r-nimble-1.3.0-r44h773be8d_0.conda  8 months and 9 days ago 905 main
conda 9.7 MB | osx-64/r-nimble-1.3.0-r43h9c54416_0.conda  8 months and 9 days ago 233 main
conda 8.8 MB | win-64/r-nimble-1.2.1-r44h891d650_1.conda  1 year and 23 days ago 469 main
conda 9.5 MB | win-64/r-nimble-1.2.1-r43h891d650_1.conda  1 year and 23 days ago 466 main
conda 9.6 MB | osx-64/r-nimble-1.2.1-r43hc039d2b_1.conda  1 year and 23 days ago 398 main
conda 9.4 MB | linux-64/r-nimble-1.2.1-r43h2ee40c2_1.conda  1 year and 23 days ago 1403 main
conda 8.8 MB | osx-64/r-nimble-1.2.1-r44hc039d2b_1.conda  1 year and 23 days ago 415 main
conda 8.8 MB | linux-64/r-nimble-1.2.1-r44h2ee40c2_1.conda  1 year and 23 days ago 1419 main
conda 9.5 MB | win-64/r-nimble-1.2.1-r41h133e19a_0.conda  1 year and 28 days ago 470 main
conda 9.6 MB | osx-64/r-nimble-1.2.1-r43hc039d2b_0.conda  1 year and 28 days ago 426 main
conda 9.5 MB | linux-64/r-nimble-1.2.1-r43h2ee40c2_0.conda  1 year and 28 days ago 1368 main
conda 9.6 MB | win-64/r-nimble-1.2.0-r41h133e19a_0.conda  1 year and 2 months ago 512 main
conda 9.4 MB | osx-64/r-nimble-1.2.0-r43hc039d2b_0.conda  1 year and 2 months ago 449 main
conda 9.4 MB | osx-64/r-nimble-1.2.0-r42hc039d2b_0.conda  1 year and 2 months ago 418 main
conda 9.4 MB | linux-64/r-nimble-1.2.0-r43h93271f8_0.conda  1 year and 2 months ago 1564 main
conda 9.4 MB | linux-64/r-nimble-1.2.0-r42h93271f8_0.conda  1 year and 2 months ago 1572 main
conda 8.7 MB | win-64/r-nimble-1.1.0-r41h30befbe_0.conda  1 year and 6 months ago 475 main
conda 8.6 MB | osx-64/r-nimble-1.1.0-r42h8806366_0.conda  1 year and 6 months ago 424 main
conda 8.7 MB | osx-64/r-nimble-1.1.0-r43h8806366_0.conda  1 year and 6 months ago 412 main
conda 8.7 MB | linux-64/r-nimble-1.1.0-r42h9f9f741_0.conda  1 year and 6 months ago 1755 main
conda 8.6 MB | linux-64/r-nimble-1.1.0-r43h9f9f741_0.conda  1 year and 6 months ago 1730 main

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