English, Article, Journal or magazine article edition: A Generalization of Histogram Type Estimators Pedro Delicado; Manuel del Río

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Bookmark: http://trove.nla.gov.au/version/152974
Physical Description
  • preprint
Language
  • English

Edition details

Title
  • A Generalization of Histogram Type Estimators
Author
  • Pedro Delicado
  • Manuel del Río
Physical Description
  • preprint
Notes
  • We introduce simple nonparametric density estimators that generalize the classical histogram and frequency polygon. The new estimators are expressed as linear combination of density functions that are piecewise polynomials, where the coefficients are optimally chosen in order to minimize the integrated square error of the estimator. We establish the asymptotic behaviour of the proposed estimators, and study their performance in a simulation study.
  • Convolution, frequency polygon, nonparametric density estimation, smoothing techniques, splines
  • RePEc:upf:upfgen:422
Language
  • English
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