Temporal smoothing methods for demographic time series

calcSigma | Calculate variance-covariance matrix |

cleanANCData | Clean example dataset |

colVars | Calculate variance of columns |

GetAR | Simulate time series of fluctuations based on ARMA process |

GetARMA | Simulate time series of fluctuations based on ARMA process |

GetGP | Simulate time series of fluctuations based on a Gaussian... |

getGPData | Get Gaussian Process covariance data to run JAGS country... |

GetPSplines | Simulate time series of fluctuations based on P-Splines |

getResults | Get results from MCMC estimation |

GetSplines | Calculate Basis Splines |

getSplinesData | Get Basis splines data to run JAGS country model |

imputeSE | Impute missing standard errors |

plotACF | Plot sample autocorrelation function of time series |

plotCovariance | Plot covariance |

plotData | Plot time series of data |

plotResults | Plot results from MCMC estimation |

processData | Process country data to run JAGS model |

runMCMC | Run MCMC estimation |

runMCMCCountry | Run MCMC estimation (single time series) |

runMCMCGlobal | Run MCMC estimation for hierarichal models with multiple... |

runModelValidation | Run validation of MCMC model |

simulateFluctuations | Simulate time series of fluctuations |

waic | Calculate WAIC from log-likelihood |

writeModelAR | Write a JAGS model to fit AR(1) model |

writeModelARMA | Write a JAGS model to fit ARMA(1,1) model |

writeModelGP | Write a JAGS model to fit a Gaussian Process model |

writeModelSplines | Write a JAGS model to fit penalized splines regression |

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