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Titlebook: Challenges in Computational Statistics and Data Mining; Stan Matwin,Jan Mielniczuk Book 2016 Springer International Publishing Switzerland

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Process Inspection by Attributes Using Predicted Data,tical cases this direct observations are very costly or even hardly possible. For example, in the production of pharmaceuticals costly and time consuming chemical analyses are required for the determination of product’s quality even in the simplest case when we have to decide whether the inspected p
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Recent Results on Nonparametric Quantile Estimation in a Simulation Model, costly to compute and . is a .-valued random variable with given density. We argue that importance sampling quantile estimate of .(.), based on a suitable estimate . of . achieves better rate of convergence than the estimate based on order statistics alone. Similar results are given for Robbins-Mon
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