Become an expert in R — Interactive courses, Cheat Sheets, certificates and more!
Get Started for Free

hhh4_predict

Predictions from a hhh4 Model

Description

Get fitted (component) means from a hhh4 model.

Usage

## S3 method for class 'hhh4'
predict(object, newSubset=object$control$subset,
        type="response", ...)

Arguments

object

fitted hhh4 model (class "hhh4").
newSubset

subset of time points for which to return the predictions. Defaults to the subset used for fitting the model, and must be a subset of 1:nrow(object$stsObj).
type

the type of prediction required. The default ("response" or, equivalently, "mean") is on the scale of the response variable (mean = endemic plus epidemic components). The alternatives are: "endemic", "epidemic", "epi.own" (i.e. the autoregressive part), and "epi.neighbours" (i.e. the spatio-temporal part).
...

unused (argument of the generic).

Value

matrix of fitted means for each time point (of newSubset) and region.

Author(s)

Michaela Paul and Sebastian Meyer

surveillance

Temporal and Spatio-Temporal Modeling and Monitoring of Epidemic Phenomena

v1.19.1
GPL-2
Authors
Michael H<f6>hle [aut, ths] (<https://orcid.org/0000-0002-0423-6702>), Sebastian Meyer [aut, cre] (<https://orcid.org/0000-0002-1791-9449>), Michaela Paul [aut], Leonhard Held [ctb, ths], Howard Burkom [ctb], Thais Correa [ctb], Mathias Hofmann [ctb], Christian Lang [ctb], Juliane Manitz [ctb], Andrea Riebler [ctb], Daniel Saban<e9>s Bov<e9> [ctb], Ma<eb>lle Salmon [ctb], Dirk Schumacher [ctb], Stefan Steiner [ctb], Mikko Virtanen [ctb], Wei Wei [ctb], Valentin Wimmer [ctb], R Core Team [ctb] (A few code segments are modified versions of code from base R)
Initial release
2021-03-30

We don't support your browser anymore

Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.