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Nonparametric estimation of a conditional distribution from length-biased data

✍ Scribed by Jacobo de Uña-Álvarez; M. Carmen Iglesias-Pérez


Publisher
Springer Japan
Year
2008
Tongue
English
Weight
300 KB
Volume
62
Category
Article
ISSN
0020-3157

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A truncation bias affects the observation of a pair of variables (X, Y), so that data are available only if Y ~<X. In such a situation, the nonparametric maximum likelihood estimator (NPMLE) of the distribution function of Y may have unpleasant features (Woodroofe, Ann. Statisr 13 (1985) 163-177). A