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Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/25154

Title: Confidence intervals for the current status model
Authors: Groeneboom, Piet
Hendrickx, Kim
Issue Date: 2017
Citation: Scandinavian journal of statistics, 45(1), p. 135-163
Abstract: We discuss a new way of constructing pointwise confidence intervals for the distribution function in the current status model. The confidence intervals are based on the smoothed maximum likelihood estimator, using local smooth functional theory and normal limit distributions. Bootstrap methods for constructing these intervals are considered. Other methods to construct confidence intervals, using the non-standard limit distribution of the (restricted) maximum likelihood estimator, are compared with our approach via simulations and real data applications.
Notes: Hendrickx, K (reprint author), Hasselt Univ, I BioStat, Agoralaan, B-3590 Diepenbeek, Belgium. kim.hendrickx@uhasselt.be
URI: http://hdl.handle.net/1942/25154
DOI: 10.1111/sjos.12294
ISI #: 000424656000006
ISSN: 0303-6898
Category: A1
Type: Journal Contribution
Appears in Collections: Research publications

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