bootstrap_incidence {incidence2} | R Documentation |
Bootstrap incidence time series
Description
This function can be used to bootstrap incidence2 objects. Bootstrapping is done by sampling with replacement the original input dates.
Usage
bootstrap_incidence(x, randomise_groups = FALSE)
Arguments
x |
An incidence2 object. |
randomise_groups |
Should groups be randomised as well in the resampling procedure; respective group sizes will be preserved, but this can be used to remove any group-specific temporal dynamics. If |
Details
As original data are not stored in incidence2 objects, the bootstrapping is achieved by multinomial sampling of date bins weighted by their relative incidence.
Value
An incidence2 object.
Author(s)
Thibaut Jombart, Tim Taylor
Examples
if (requireNamespace("outbreaks", quietly = TRUE)) {
data(fluH7N9_china_2013, package = "outbreaks")
i <- incidence(
fluH7N9_china_2013,
date_index = "date_of_onset",
groups = "gender"
)
bootstrap_incidence(i)
}
[Package incidence2 version 2.3.1 Index]