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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 13 days ago 333 main
conda 9.6 MB | win-64/r-nimble-1.3.0-r43h891d650_0.conda  8 months and 13 days ago 337 main
conda 9.0 MB | osx-64/r-nimble-1.3.0-r44h9c54416_0.conda  8 months and 13 days ago 245 main
conda 9.7 MB | linux-64/r-nimble-1.3.0-r43h773be8d_0.conda  8 months and 13 days ago 860 main
conda 8.9 MB | linux-64/r-nimble-1.3.0-r44h773be8d_0.conda  8 months and 13 days ago 910 main
conda 9.7 MB | osx-64/r-nimble-1.3.0-r43h9c54416_0.conda  8 months and 13 days ago 233 main
conda 8.8 MB | win-64/r-nimble-1.2.1-r44h891d650_1.conda  1 year and 27 days ago 469 main
conda 9.5 MB | win-64/r-nimble-1.2.1-r43h891d650_1.conda  1 year and 27 days ago 467 main
conda 9.6 MB | osx-64/r-nimble-1.2.1-r43hc039d2b_1.conda  1 year and 27 days ago 398 main
conda 9.4 MB | linux-64/r-nimble-1.2.1-r43h2ee40c2_1.conda  1 year and 27 days ago 1409 main
conda 8.8 MB | osx-64/r-nimble-1.2.1-r44hc039d2b_1.conda  1 year and 27 days ago 415 main
conda 8.8 MB | linux-64/r-nimble-1.2.1-r44h2ee40c2_1.conda  1 year and 27 days ago 1424 main
conda 9.5 MB | win-64/r-nimble-1.2.1-r41h133e19a_0.conda  1 year and 1 month ago 471 main
conda 9.6 MB | osx-64/r-nimble-1.2.1-r43hc039d2b_0.conda  1 year and 1 month ago 426 main
conda 9.5 MB | linux-64/r-nimble-1.2.1-r43h2ee40c2_0.conda  1 year and 1 month ago 1373 main
conda 9.6 MB | win-64/r-nimble-1.2.0-r41h133e19a_0.conda  1 year and 2 months ago 513 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 1570 main
conda 9.4 MB | linux-64/r-nimble-1.2.0-r42h93271f8_0.conda  1 year and 2 months ago 1578 main
conda 8.7 MB | win-64/r-nimble-1.1.0-r41h30befbe_0.conda  1 year and 6 months ago 476 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 1760 main
conda 8.6 MB | linux-64/r-nimble-1.1.0-r43h9f9f741_0.conda  1 year and 6 months ago 1735 main

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