fitSARIMA: SARIMA Fitting to Disease Data

In predsci/DICE: DICE: Dynamics of Interacting Community Epidemics

Description

fitSARIMA fits the model and fit level regions with a SARIMA model (either chosen by the user or using auto.arima) and calls the plotting function The model level is fitted both directly and as the weighted average of the fit level regions

Usage

fitSARIMA(mydata = NULL, all_years_epi = NULL, arima_model = NULL,
  auto_arima_model = NULL, device = "png")

Arguments

mydata	- dataframe with all the data for this DICE run
all_years_epi	the epi data for all years
arima_model	List of ARIMA model parameters: list(p=, d=, q=, P=, D, Q=) can be set to NULL to trigger the
auto_arima_model	A list of upper limit values for the ARIMA parameters. This list is created by the DICE code ONLY if arima_model is not set by the user
device	- 'pdf' or 'png'. Default is 'png' auto.arima process

Value

A list of tables with the results for the model (direct and aggregate) and fit regions

Examples

fitSARIMA((mydata = mydata, all_years_epi = all_years_epi, arima_model = arima_model,
auto_arima_model = NULL, covar = covar, covar_lag = covar_lag, run.list = run.list)

predsci/DICE documentation built on Aug. 9, 2019, 9:41 a.m.