Optimal nonparametric estimator of the area under ROC curve based on clustered data
Sign Up to like & getrecommendations! Published in 2019 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2018.1563176
Abstract: Abstract In diagnostic trials, clustered data are obtained when several subunits of the same patient are observed. Intracluster correlations need to be taken into account when analyzing such clustered data. A nonparametric method has been… read more here.
Keywords: estimator; optimal nonparametric; area; clustered data ... See more keywords
Optimal Nonparametric Prediction Intervals of Electricity Load
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Power Systems"
DOI: 10.1109/tpwrs.2020.2965799
Abstract: A novel machine learning based mixed integer programming model is developed for the optimal nonparametric prediction intervals (PIs) of electricity load, which minimizes interval width subject to target hit probability constraint. Binary variables are employed… read more here.
Keywords: electricity load; optimal nonparametric; prediction intervals; nonparametric prediction ... See more keywords