quantCurves:Estimate Quantiles Curves

Sandie Ferrigno (1, 2) , Dounia Essaket (3) , Arthur Mouchot (3) , Hugo Breton (3) , Myriam Maumy-Bertrand (4)

1 IECL - Institut Élie Cartan de Lorraine
2 BIGS - Biology, genetics and statistics
3 ENSMN - Ecole Nationale Supérieure des Mines de Nancy
4 UTT - Université de Technologie de Troyes

Non-parametric methods as local normal regression, polynomial local regression and penalized cubic B-splines regression are used to estimate quantiles curves. See Fan and Gijbels (1996) and Perperoglou et al.(2019) .

Domaines: Statistiques [math.ST]; Statistiques [stat]

Sandie Ferrigno, Dounia Essaket, Arthur Mouchot, Hugo Breton, Myriam Maumy-Bertrand. quantCurves:Estimate Quantiles Curves. 2022, ⟨swh:1:dir:0dada269f87de4a5764bc7ba37e9c5843c273e34;origin=https://hal.archives-ouvertes.fr/hal-03683008;visit=swh:1:snp:9d0ab5466bba609329cceb209dcf50d4067585e8;anchor=swh:1:rel:28715855bcbd3f486c88f9982e40a71d26f42d9d;path=/⟩. ⟨hal-03683008⟩