Bayesian Inference with Interacting Particle Systems

biips_model | Create a biips model object described in BUGS language. |

biips-object | Manipulate biips model objects. |

biips_pimh_init | Create a PIMH object. |

biips_pmmh_init | Create PMMH objects |

biips_smc_samples | Run a sequential Monte Carlo algorithm |

biips_smc_sensitivity | Sensitivity analysis of parameters with SMC |

clear_monitors.biips | Clear monitors |

data_preprocess | Preprocess the data (list or env) to list. |

extend-bugs | Add a custom R function or distribution to the BUGS language. |

mcmcarray-object | Objects for representing MCMC output. |

mklist | Make a list using names |

out_pimh | Sample output from 'biips_pimh_samples' |

out_pmmh | Sample output from 'biips_pmmh_samples' |

out_smc | Sample output from 'biips_smc_samples' |

parse_varname | Try to parse string of form 'a' or 'a[n,p:q,r]' where 'a' is... |

pimh-object | Manipulate PIMH objects. |

plot-methods | Plot methods. |

pmmh-object | Manipulate PMMH objects. |

pmmh_one_update | Realize one step of the PMMH algorithm. |

rbiips-package | Bayesian inference with interacting particle systems |

rec | Access i-th element of x with recycling |

smcarray-object | Objects for representing SMC output. |

smc_forward_algo.biips | Run a forward SMC algorithm |

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