linear_adjust {metasnf} | R Documentation |
Linearly correct data_list by features with unwanted signal
Description
Given a data_list to correct and another data_list of categorical features to linearly adjust for, corrects the first data_list based on the residuals of the linear model relating the numeric features in the first data_list to the unwanted signal features in the second data list.
Usage
linear_adjust(data_list, unwanted_signal_list, sig_digs = NULL)
Arguments
data_list |
A nested list of input data from |
unwanted_signal_list |
A data_list of categorical features that should have their mean differences removed in the first data_list. |
sig_digs |
Number of significant digits to round the residuals to. |
Value
A data list ("list") in which each data component has been converted to contain residuals off of the linear model built against the features in the unwanted_signal_list.
[Package metasnf version 1.1.2 Index]