Empirical Density Estimation for Interval Censored Data

Autor: Eugenia Stoimenova
Jazyk: angličtina
Rok vydání: 2016
Předmět:
Zdroj: Austrian Journal of Statistics, Vol 37, Iss 1 (2016)
Druh dokumentu: article
ISSN: 1026-597X
DOI: 10.17713/ajs.v37i1.293
Popis: This paper is concerned with the nonparametric estimation of a density function when the data are incomplete due to interval censoring. The Nadaraya-Watson kernel density estimator is modified to allow description of such interval data. An interactive R application is developed to explore different estimates.
Databáze: Directory of Open Access Journals