Bayesian regression with B‐splines under combinations of shape constraints and smoothness properties

DOI10.1111/stan.12054OpenAlexW1822370477MaRDI QIDQ6066199

Khader Khadraoui, Christophe Abraham

Publication date: 12 December 2023

Published in: Statistica Neerlandica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/stan.12054

zbMATH Keywords

B-splinescontrol polygonMCMC algorithmsBayesian regressionshape constraints

Mathematics Subject Classification ID

Parametric inference (62Fxx) Nonparametric inference (62Gxx) Probabilistic methods, stochastic differential equations (65Cxx)

Related Items (2)

Bayesian inference with \(M\)-splines on spectral measure of bivariate extremes ⋮ Bayesian isotonic logistic regression via constrained splines: an application to estimating the serve advantage in professional tennis

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