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Accelerating the Pool-Adjacent-Violators Algorithm for Isotonic Distributional Regression

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In the context of estimating stochastically ordered distribution functions, the pool-adjacent-violators algorithm (PAVA) can be modified such that the computation times are reduced substantially. This is achieved by studying the dependence of antitonic weighte... ...