intensity.difference: Intensity difference test

In s-andrews/intensitydiff: Intensity Dependent Magntiude of Effect Test

Description

This function calculates an intensity corrected z-score statistic for a matched pair of numeric vectors. For each point a local sub-sampling of the data is performed where a set of points with the most similar mean values across the two datasets are collected. The distribution of differences for these selected points is then modelled with a normal distribution and a z-score value for the point being tested is then calculated, along with the p.value corresponding to that z-score. The absolute difference and FDR corrected p-values are also reported.

Usage

intensity.difference(values.1, values.2, window.proportion = 0.01)

Arguments

values.1	A numeric vector of values
values.2	A numeric vector of values
window.proportion	What proportion of the data will be used to create each local model - Default 0.01

Examples

intensity.difference()

s-andrews/intensitydiff documentation built on May 12, 2019, 10:52 a.m.