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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  6 months and 4 days ago 323 main
conda 9.6 MB | win-64/r-nimble-1.3.0-r43h891d650_0.conda  6 months and 4 days ago 328 main
conda 9.0 MB | osx-64/r-nimble-1.3.0-r44h9c54416_0.conda  6 months and 4 days ago 238 main
conda 9.7 MB | linux-64/r-nimble-1.3.0-r43h773be8d_0.conda  6 months and 4 days ago 713 main
conda 8.9 MB | linux-64/r-nimble-1.3.0-r44h773be8d_0.conda  6 months and 4 days ago 753 main
conda 9.7 MB | osx-64/r-nimble-1.3.0-r43h9c54416_0.conda  6 months and 4 days ago 226 main
conda 8.8 MB | win-64/r-nimble-1.2.1-r44h891d650_1.conda  10 months and 18 days ago 461 main
conda 9.5 MB | win-64/r-nimble-1.2.1-r43h891d650_1.conda  10 months and 18 days ago 459 main
conda 9.6 MB | osx-64/r-nimble-1.2.1-r43hc039d2b_1.conda  10 months and 18 days ago 393 main
conda 9.4 MB | linux-64/r-nimble-1.2.1-r43h2ee40c2_1.conda  10 months and 18 days ago 1271 main
conda 8.8 MB | osx-64/r-nimble-1.2.1-r44hc039d2b_1.conda  10 months and 18 days ago 407 main
conda 8.8 MB | linux-64/r-nimble-1.2.1-r44h2ee40c2_1.conda  10 months and 18 days ago 1292 main
conda 9.5 MB | win-64/r-nimble-1.2.1-r41h133e19a_0.conda  10 months and 23 days ago 463 main
conda 9.6 MB | osx-64/r-nimble-1.2.1-r43hc039d2b_0.conda  10 months and 23 days ago 421 main
conda 9.5 MB | linux-64/r-nimble-1.2.1-r43h2ee40c2_0.conda  10 months and 23 days ago 1224 main
conda 9.6 MB | win-64/r-nimble-1.2.0-r41h133e19a_0.conda  1 year and 13 days ago 503 main
conda 9.4 MB | osx-64/r-nimble-1.2.0-r43hc039d2b_0.conda  1 year and 13 days ago 442 main
conda 9.4 MB | osx-64/r-nimble-1.2.0-r42hc039d2b_0.conda  1 year and 13 days ago 411 main
conda 9.4 MB | linux-64/r-nimble-1.2.0-r43h93271f8_0.conda  1 year and 13 days ago 1432 main
conda 9.4 MB | linux-64/r-nimble-1.2.0-r42h93271f8_0.conda  1 year and 13 days ago 1446 main
conda 8.7 MB | win-64/r-nimble-1.1.0-r41h30befbe_0.conda  1 year and 4 months ago 471 main
conda 8.6 MB | osx-64/r-nimble-1.1.0-r42h8806366_0.conda  1 year and 4 months ago 421 main
conda 8.7 MB | osx-64/r-nimble-1.1.0-r43h8806366_0.conda  1 year and 4 months ago 410 main
conda 8.7 MB | linux-64/r-nimble-1.1.0-r42h9f9f741_0.conda  1 year and 4 months ago 1625 main
conda 8.6 MB | linux-64/r-nimble-1.1.0-r43h9f9f741_0.conda  1 year and 4 months ago 1598 main

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