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User-facing R functions are provided to parse, compile, test, estimate, and analyze Stan models by accessing the header-only Stan library provided by the 'StanHeaders' package. The Stan project develops a probabilistic programming language that implements full Bayesian statistical inference via Markov Chain Monte Carlo, rough Bayesian inference via 'variational' approximation, and (optionally penalized) maximum likelihood estimation via optimization. In all three cases, automatic differentiation is used to quickly and accurately evaluate gradients without burdening the user with the need to derive the partial derivatives.

copied from cf-staging / r-rstan
Type Size Name Uploaded Downloads Labels
conda 2.7 MB | win-64/r-rstan-2.21.7-r41ha856d6a_1.tar.bz2  2 years and 5 months ago 721 main
conda 2.8 MB | osx-64/r-rstan-2.21.7-r42h49197e3_1.tar.bz2  2 years and 5 months ago 169 main
conda 2.8 MB | osx-64/r-rstan-2.21.7-r41h49197e3_1.tar.bz2  2 years and 5 months ago 113 main
conda 2.9 MB | linux-64/r-rstan-2.21.7-r41h7525677_1.tar.bz2  2 years and 5 months ago 2824 main
conda 2.9 MB | linux-64/r-rstan-2.21.7-r42h7525677_1.tar.bz2  2 years and 5 months ago 3922 main
conda 2.7 MB | win-64/r-rstan-2.21.7-r41ha856d6a_0.tar.bz2  2 years and 7 months ago 612 main
conda 2.7 MB | win-64/r-rstan-2.21.7-r40ha856d6a_0.tar.bz2  2 years and 7 months ago 603 main
conda 2.8 MB | osx-64/r-rstan-2.21.7-r40h49197e3_0.tar.bz2  2 years and 7 months ago 88 main
conda 2.8 MB | osx-64/r-rstan-2.21.7-r41h49197e3_0.tar.bz2  2 years and 7 months ago 93 main
conda 2.9 MB | linux-64/r-rstan-2.21.7-r41h7525677_0.tar.bz2  2 years and 7 months ago 2354 main
conda 2.9 MB | linux-64/r-rstan-2.21.7-r40h7525677_0.tar.bz2  2 years and 7 months ago 2095 main

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