A synthetically generated response surface using a flipped "oppositional"
parameter vector. The surface was generated with IDMA of 1, IDMB of 1, na
of 3, nb of 3, kappa of -0.5, E0 of 0, EfA of 1, EfB of -0.5, and Ef of 1;
the surface was flipped along the drug B axis (so flip
was set to "B").
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.
oppositionalExample
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