Desirability Functions for Ranking, Selecting, and Integrating Data
Four parameter logistic desirability function
Central values are desirable
Extreme (both high and low) values are desirable
High values are desirable
Low values are desirable
Combine individual desirabilities
Converts values to ranks, then ranks to desirabilities
Plots a desirability function on an existing graph
Functions for (1) ranking, selecting, and prioritising genes, proteins, and metabolites from high dimensional biology experiments, (2) multivariate hit calling in high content screens, and (3) combining data from diverse sources.