getLinearfit {DIAlignR} | R Documentation

## Calculates linear fit between RT of two runs

### Description

This function selects features from oswFiles which has m-score < maxFdrLoess. It fits Linear model on these feature. Loess mapping is established from reference to experiment run.

### Usage

    getLinearfit(oswFiles, ref, eXp, maxFdrGlobal)

### Arguments

`oswFiles` | (list of data-frames) it is output from getFeatures function.
`ref` | (string) Must be a combination of "run" and an iteger e.g. "run2".
`eXp` | (string) Must be a combination of "run" and an iteger e.g. "run2".
`maxFdrGlobal` | (numeric) A numeric value between 0 and 1. Features should have m-score lower than this value for participation in linear fit.

### Value

An object of class "lm".

### Author(s)

Shubham Gupta, shubh.gupta@mail.utoronto.ca

ORCID: 0000-0003-3500-8152

License: (c) Author (2019) + GPL-3 Date: 2019-12-14

### See Also

`getLOESSfit, getFeatures`

### Examples

    data(oswFiles_DIAlignR, package="DIAlignR")
    ## Not run:
    lm.fit <- getLinearfit(oswFiles = oswFiles_DIAlignR, ref = "run1", eXp = "run2",
     maxFdrGlobal = 0.05)

    ## End(Not run)

[Package DIAlignR version 1.2.0 Index]