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Nonparametric estimation of distributions with categorical and continuous data

✍ Scribed by Qi Li; Jeff Racine


Book ID
108392073
Publisher
Elsevier Science
Year
2003
Tongue
English
Weight
296 KB
Volume
86
Category
Article
ISSN
0047-259X

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Nonparametric Bayes estimation of a dist
✍ Mauro Gasparini πŸ“‚ Article πŸ“… 1996 πŸ› Elsevier Science 🌐 English βš– 411 KB

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