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DESCRIPTION
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Package: sarimaTD
Title: SARIMA Models with Transformations and Seasonal Differencing
Version: 0.0.0.9000
Authors@R: c(person("Evan", "Ray", , "[email protected]", c("aut", "cre")),
person("Katie", "House", , "[email protected]", c("aut")))
Description: A set of wrapper functions around the forecast package to simplify
estimation of and prediction from SARIMA models. Estimation and prediction
routines are provided for a "default" sarima model specification that we
have found through experimentation that works fairly well for several
infectious disease data sets. In this specification, incidence data are
first transformed to approximate normality, then seasonal differencing is
performed, and the transformed data are passed to forecast::auto.arima for
model selection and estimation. A function to recursively simulate
"trajectories" of future incidence is provided, based on functionality
in the forecast package.
Depends:
R (>= 3.0.2)
Imports:
forecast,
car,
dplyr,
R6
License: GPL-3
LazyData: true
Suggests: knitr,
rmarkdown,
ForecastFramework
VignetteBuilder: knitr
RoxygenNote: 7.1.0