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quantile regressionregression analysissurvival analysismedian regressionregression minimizesminimizes sumshandbook quantileregression competingcompeting risksrisks quantileregression survivalanalysis quantileregression modelsmodels quantileregression constitutesconstitutes ensembleensemble statisticalstatistical techniquestechniques intendedintended estimateestimate drawdraw inferencesinferences conditionalconditional quantilequantile functionsfunctions medianregression introducedintroduced centurycentury boscovichboscovich laplacelaplace specialspecial casecase contrastcontrast conventionalconventional meanmean regressionsums squaredsquared residualsresiduals mediansums absoluteabsolute residualsresiduals quantileregression simplysimply replacesreplaces symmetricsymmetric absoluteabsolute lossloss asymmetricasymmetric linearlinear lossloss introductionintroduction koenkerkoenker bassettbassett quantileregression graduallygradually extendedextended widewide varietyvariety datadata analyticanalytic settingssettings including
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