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Spiking problem in monotone regression: penalized residual sum of squares

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Publication:945800
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DOI10.1016/j.spl.2008.01.015zbMath1325.62132OpenAlexW2057780199MaRDI QIDQ945800

Jayanta Kumar Pal

Publication date: 17 September 2008

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2008.01.015



Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Nonparametric estimation (62G05)


Related Items (6)

New designs to consistently estimate the isotonic regression ⋮ Optimum Designs for Estimation of Optimum Amount and Proportions in a Mixture-Amount Model ⋮ On the risk of convex-constrained least squares estimators under misspecification ⋮ On Degrees of Freedom of Projection Estimators With Applications to Multivariate Nonparametric Regression ⋮ A two stage \(k\)-monotone B-spline regression estimator: uniform Lipschitz property and optimal convergence rate ⋮ Penalized isotonic regression



Cites Work

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  • The asymptotic behavior of monotone regression estimates
  • On the degrees of freedom in shape-restricted regression.
  • Likelihood ratio tests for monotone functions.


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