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Incorrect specification of the hazard rate in duration analysis can produce inconsistent estimators of the parameters of the model. We propose a new estimator for discrete duration models in which the hazard rate is comprised of an inner index function of the covariates and time variable and an outer link function. The index function is specified up to a finite dimensional parameter, β0. β0 is estimated...