We develop a statistical model for method comparison studies where a g
old standard is present and propose a measure of agreement. This measu
re can be interpreted as a population correlation coefficient in a con
strained bivariate model. An estimator of this coefficient is proposed
and its statistical properties explored. Applications of the new meth
odology to data from the medical literature are presented.