A synthetically generated response surface using a antagonistic parameter vector. The surface was generated with IDMA of 1, IDMB of 1, na of 3, nb of 3, kappa of -1, E0 of 0, EfA of 1, EfB of 1, and Ef of 1. Every pair of concentrations is sampled once, with concentrations of 0 and a seven-point two-fold dilution from 0.125 to 8. "Measurements" were sampled from a normal noise distribution around ground truth values with a standard deviation of 0.07.
antagonisticExample
A data frame with 64 rows and 4 columns
The concentration of drug A
The concentration of drug B
The true response surface value at the given dose pair
The sampled noisy measurement of the response surface at the given dose pair