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Monotone Regression and Density Function Estimation at a Point of Discontinuity 

Authors: D. Anevski a; O. Houmlssjer a
Affiliation:   a Centre for Mathematical Sciences, Lund University, P.O. Box 118, Se22100 Lund, Sweden..
DOI: 10.1080/10485250212380
Publication Frequency: 8 issues per year
Published in: journal Journal of Nonparametric Statistics, Volume 14, Issue 3 2002 , pages 279 - 294
Number of References: 13
Formats available: PDF (English)
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Abstract

Pointwise limit distribution results are given for the isotonic regression estimator at a point of discontinuity. The cases treated are independent data, - and agr-mixing data and subordinated Gaussian long range dependent data. Pointwise limit results for the nonparametric maximum likelihood estimator of a monotone density are given at a point of discontinuity, for independent data. The limit distributions are non-standard and differ from the ones obtained for differentiable regression and density functions.
Keywords: Limit Distributions; Density Estimation; Regression Function Estimation; Discontinuity; Dependence; Monotone
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