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

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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: 1.1
Date: 2014-09-12
License: GPL-3

Author(s)

Daniel Finnegan

Maintainer: Daniel Finnegan <dan.finnegan@gmail.com>

References

~~ Literature or other references for background information ~~

Examples

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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)

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)