Man pages for MJAlexander/distortr
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 |
