Skip to Main content Skip to Navigation
Poster communications

Certainty bands for the conditional cumulative distribution function and applications

Abstract : In this paper, we establish uniform asymptotic certainty bands for the conditional cumulative distribution function. To this aim, we give exact rate of strong uniform consistency for the local linear estimator of this function. The corollaries of this result are the asymptotic certainty bands for the quantiles and the regression function. We illustrate our results with simulations and an application on fetopathologic data.
Document type :
Poster communications
Complete list of metadata

https://hal.inria.fr/hal-01236952
Contributor : Sandie Ferrigno <>
Submitted on : Wednesday, December 2, 2015 - 2:06:51 PM
Last modification on : Tuesday, March 2, 2021 - 5:12:05 PM

Identifiers

  • HAL Id : hal-01236952, version 1

Collections

Citation

Sandie Ferrigno, Bernard Foliguet, Myriam Maumy-Bertrand, A. Muller-Gueudin. Certainty bands for the conditional cumulative distribution function and applications. CMStatistics 2015, Dec 2015, London, United Kingdom. ⟨hal-01236952⟩

Share

Metrics

Record views

292