Learn R Programming

incidence (version 1.7.4)

find_peak: Find the peak date of an incidence curve

Description

This function can be used to find the peak of an epidemic curve stored as an incidence object.

Usage

find_peak(x, pool = TRUE)

Value

The date of the (first) highest incidence in the data.

Arguments

x

An incidence object.

pool

If TRUE (default), any groups will be pooled before finding a peak. If FALSE, separate peaks will be found for each group.

Author

Thibaut Jombart thibautjombart@gmail.com, Zhian N. Kamvar zkamvar@gmail.com

See Also

estimate_peak() for bootstrap estimates of the peak time

Examples

Run this code

if (require(outbreaks) && require(ggplot2)) { withAutoprint({
  i <- incidence(fluH7N9_china_2013$date_of_onset)
  i
  plot(i)

  ## one simple bootstrap
  x <- bootstrap(i)
  x
  plot(x)

  ## find 95% CI for peak time using bootstrap
  find_peak(i)


  ## show confidence interval
  plot(i) + geom_vline(xintercept = find_peak(i), col = "red", lty = 2)

})}

Run the code above in your browser using DataLab