referenceIntervals-package: This package calculates reference intervals from a dataset...

In referenceIntervals: Reference Intervals

This package calculates reference intervals from a dataset using either parametric, non-parametric, or robust methods.

Description

This package also calculates the confidence intervals around the calculated reference intervals in order to provide a metric for how precise the calculations are. This package also contains four outlier detection functions.

Details

Package:	referenceIntervals
Type:	Package
Version:	1.2.0
Date:	2020-04-17
License:	GPL-3

Author(s)

Daniel Finnegan

Maintainer: Daniel Finnegan <[e-mail]>

References

~~ Literature or other references for background information ~~

Examples

refLimit(set50, out.rm = TRUE, out.method = "cook")
refLimit(set200, out.method = "horn", RI = "n", refConf = 0.90, limitConf = 0.80)
horn.outliers(set120)
dixon.outliers(set20)

refLimit(set50, out.method = "vanderLoo", out.rm = TRUE, RI = "r", bootStat = "perc")

frame = data.frame(one = rnorm(30, m = 5, sd = 2), two = rnorm(30, m = 7, sd = 1),
	three = rnorm(30, m = 2, sd = 0.5))
result = refLimit(frame)
plot(result)

referenceIntervals documentation built on April 29, 2022, 1:06 a.m.