Fully Bayesian spline smoothing and intrinsic autoregressive priors

By Paul L. Speckman, Dongchu Sun. 2003

81 citations recorded by the source corpus.

Subfields: Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/37741f7d391a814df807bf9ca23617ddb7078b04

How researchers see this paper

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In Statistics and Probability

1. Thomas Kneib
2. Ludwig Fahrmeir
3. Maria J. Bayarri
4. G. Garc'ia-Donato
5. Stefan Lang
6. N. Klein
7. Andreas Brezger
8. Eric-Jan Wagenmakers

Citations in the corpus

• Propriety of posteriors in structured additive regression models: Theory and empirical evidence (2009, methodology): “Our theoretical results are mainly based on and extend important research by Sun, Tsutakawa & He (2001) and Speckman & Sun (2003) on propriety of posteriors in mixed models.”
• Extending conventional priors for testing general hypotheses in linear models (2007, background): “…show that the conventional prior distributions (CPD) are closely related to the Partially Informative Normal (PIN) Distributions, originally introduced by Ibrahim and Laud (1994), and further studied (and named) by Sun, Tsutakawa and Speckman (1999) and Speckman and Sun (2003) (SS in what follows).”