additiveExample dataset

Example Additive Surface

A synthetically generated response surface using a additive parameter vector. The surface was generated with IDMA of 1, IDMB of 1, na of 3, nb of 3, kappa of 0, 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. data

Format

A data frame with 64 rows and 4 columns

• concA: The concentration of drug A
• concB: The concentration of drug B
• truth: The true response surface value at the given dose pair
• measure: The sampled noisy measurement of the response surface at the given dose pair

additiveExample