search for: mcem

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2016 Dec 05
0
NIMBLE package for hierarchical modeling now on CRAN
...been released on CRAN and at r-nimble.org. NIMBLE is a system that allows you to: - Write general hierarchical statistical models in BUGS code and create a corresponding model object to use in R. - Build Markov chain Monte Carlo (MCMC), particle filters, Monte Carlo Expectation Maximization (MCEM), or write generic algorithms that can be applied to any model. - Compile models and algorithms via problem-specific generated C++ that NIMBLE interfaces to R for you. Most people associate BUGS with MCMC, but NIMBLE is about much more than that. It implements and extends the BUGS language as a...
2016 Dec 05
0
NIMBLE package for hierarchical modeling now on CRAN
...been released on CRAN and at r-nimble.org. NIMBLE is a system that allows you to: - Write general hierarchical statistical models in BUGS code and create a corresponding model object to use in R. - Build Markov chain Monte Carlo (MCMC), particle filters, Monte Carlo Expectation Maximization (MCEM), or write generic algorithms that can be applied to any model. - Compile models and algorithms via problem-specific generated C++ that NIMBLE interfaces to R for you. Most people associate BUGS with MCMC, but NIMBLE is about much more than that. It implements and extends the BUGS language as a...