We consider estimation of the probability density function and the cumulative density function of the inverse Weibull distribution. The following estimators are considered: uniformly minimum variance unbiased estimator, maximum likelihood estimator. Analytical expressions are derived for the bias and mean squared error. Simulation studies and a real data application show that the maximum likelihood estimator performs better.