essHist (version 1.2.2)

Generate Intervals: Generate the system of intervals

Description

Generate the system of intervals on which the multiscale statistic is defined, see Li et al. (2016).

Usage

genIntv(n, type = c("Sparse", "Full"))

Arguments

n

number of observations.

type

type of interval system. type = "Sparse" (default) is the sparse system proposed by Rivera and Walther (2013), see also Li et al. (2016). type = "Full" is the system of all possible intervals with end-index ranging from 1 to n.

Value

A data frame provides the system of intervals, and consists two columns

left

left index of an interval

right

right index of an interval

References

Li, H., Munk, A., Sieling, H., and Walther, G. (2016). The essential histogram. arXiv:1612.07216.

Rivera, C., & Walther, G. (2013). Optimal detection of a jump in the intensity of a Poisson process or in a density with likelihood ratio statistics. Scand. J. Stat. 40, 752--769.

See Also

checkHistogram, essHistogram, msQuantile

Examples

Run this code
# NOT RUN {
n    = 5
intv = genIntv(n,"Full")
print(intv)
# }

Run the code above in your browser using DataCamp Workspace