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An empirical likelihood approach to estimate the coefficients in linear model with interval censored responses is developed in this paper. By constructing unbiased transformation of interval censored data, an empirical log-likelihood function with asymptotic X2is derived. The confidence regions for the coefficients are constructed. Some simulation results indicate that the method performs better...