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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-post-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 10 months ago 744 main
conda 2.8 MB | osx-64/r-rstan-2.21.7-r42h49197e3_1.tar.bz2  2 years and 10 months ago 177 main
conda 2.8 MB | osx-64/r-rstan-2.21.7-r41h49197e3_1.tar.bz2  2 years and 10 months ago 117 main
conda 2.9 MB | linux-64/r-rstan-2.21.7-r41h7525677_1.tar.bz2  2 years and 10 months ago 3119 main
conda 2.9 MB | linux-64/r-rstan-2.21.7-r42h7525677_1.tar.bz2  2 years and 10 months ago 4292 main
conda 2.7 MB | win-64/r-rstan-2.21.7-r41ha856d6a_0.tar.bz2  2 years and 11 months ago 620 main
conda 2.7 MB | win-64/r-rstan-2.21.7-r40ha856d6a_0.tar.bz2  2 years and 11 months ago 612 main
conda 2.8 MB | osx-64/r-rstan-2.21.7-r40h49197e3_0.tar.bz2  2 years and 11 months ago 94 main
conda 2.8 MB | osx-64/r-rstan-2.21.7-r41h49197e3_0.tar.bz2  2 years and 11 months ago 97 main
conda 2.9 MB | linux-64/r-rstan-2.21.7-r41h7525677_0.tar.bz2  2 years and 11 months ago 2661 main
conda 2.9 MB | linux-64/r-rstan-2.21.7-r40h7525677_0.tar.bz2  2 years and 11 months ago 2410 main

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