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Bayes least squares linear estimation of densities

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Publication:3680068
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DOI10.1080/03610928408828825zbMath0565.62017OpenAlexW2127878564MaRDI QIDQ3680068

John Shih, H. D. Brunk

Publication date: 1984

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610928408828825

zbMATH Keywords

density estimationorthogonal expansioncovariancesHilbert space settingprior meanslinear Bayes methodsBayes linear least squares methods


Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Bayesian inference (62F15)


Related Items

Fitting conditional distributions using orthogonal expansions, L\({}_ 1\) and \(L_ 2\) cross-validation for density estimation with special reference to orthogonal expansions



Cites Work

  • Unnamed Item
  • An adaptive orthogonal-series estimator for probability density functions
  • Estimation of stimulus-response curves by Bayesian least squares
  • Bayesian least squares estimates of univariate regression functions
  • Heuristic estimation of probability densities
  • Univariate density estimation by orthogonal series
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