bamf_prune: Binned Anomaly, Mitigate and Fit Pruning

In AndersenLab/easysorter: A Package to Read, Process, and Manage Data from the Andersen Lab's Worm Sorter

Description

Prune based on binned IQR multiples emanating from the center of the distribution. Anomalies are not removed if they account for more than 5% of the population.

Usage

bamf_prune(data, drop = FALSE)

Arguments

data	A melted data frame to be analyzed for outliers.
drop	A boolean stating whether observations from outlier data points should be dropped from the returned data set. Defaults to FALSE.

Value

A data frame either with (drop = TRUE) all of the outlier data points removed from the data frame or (drop = FALSE) three additional columns stating whether the data point was identified as an outlier in any of the three conditions.

AndersenLab/easysorter documentation built on Nov. 27, 2020, 4:26 a.m.