Since the items have been calibrated, the item parameters are assumed to be known. A Gaussian quadrature procedure can be applied to obtain maximum likelihood estimates of the ability parameter (ABRAMOWITZ; STENGUN, 1964). It should be noted that maximum likelihood estimates stay undetermined until a mixed response pattern is observed. As an alternative the Warm estimator (WARM, 1989) can be applied, where a weighted likelihood is maximized