  Calibration refers to the estimation of unknown parameters which are present
in computer experiments but not available in physical experiments. An accurate
estimation of these parameters is important because it provides a scientific
understanding of the underlying system which is not available in physical
experiments. Most of the work in the literature is limited to the analysis of
continuous responses. Motivated by a study of cell adhesion experiments, we
propose a new calibration framework for binary responses. Its application to
the T cell adhesion data provides insight into the unknown values of the
kinetic parameters which are difficult to determine by physical experiments due
to the limitation of the existing experimental techniques.
