Quantiles underpin widely used tools in finance, insurance, and economic inequality—yet building statistical inference for quantiles can be challenging because empirical quantiles are order statistics ...
Quantiles and expectiles analyze the regression model not only at the mean but also in the tails. Financial losses, medical insurance, auction bids, insurance claims and toxicity limits are all areas ...
PROC STDIZE offers two methods for computing quantiles: the one-pass approach and the order-statistics approach (like that used in the UNIVARIATE procedure). The one-pass approach used in PROC STDIZE ...
We evaluate the performance of different approaches for estimating quantiles of com- pound distributions, which are widely used for risk quantification in the banking and insurance industries. We ...
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