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A shape constrained smoother: simulation study

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Publication:1965981
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zbMath0936.62047MaRDI QIDQ1965981

Christine Thomas-Agnan, Michel Delecroix, Michel Simioni

Publication date: 2 March 2000

Published in: Computational Statistics (Search for Journal in Brave)


zbMATH Keywords

simulationsshape preservationconvexity constraintsmonotonicity constraintskernel smoothers


Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric regression and quantile regression (62G08) Density estimation (62G07)


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A general projection framework for constrained smoothing. ⋮ COBS: qualitatively constrained smoothing via linear programming ⋮ Inverse boosting for monotone regression functions ⋮ Shape constrained smoothing using smoothing splines ⋮ Inference using shape-restricted regression splines ⋮ Local extremes, runs, strings and multiresolution. (With discussion)



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