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Elicitation of Experts' Knowledge for Functional Linear Regression
- Source :
- Bayesian Statistics in the Big Data Era, CIRM, Bayesian Statistics in the Big Data Era, CIRM, Nov 2018, Marseille, France, 2018 ISBA World Meeting, 2018 ISBA World Meeting, Jun 2018, Edinburgh, United Kingdom. 1 p., 2018, ⟨10.13140/RG.2.2.14618.54728⟩, 2018 ISBA World Meeting, Edinburgh, GBR, 2018-06-24-2018-06-29
- Publication Year :
- 2018
- Publisher :
- HAL CCSD, 2018.
-
Abstract
- International audience; We present an approach to elicit experts' knowledge about the Bliss model (Grollemund et al. 2018) which is a parsimonious Bayesian Functional Linear Regression model. We derive an informative prior from elicited information and we define weights to tune prior information contribution on the estimators.
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Bayesian Statistics in the Big Data Era, CIRM, Bayesian Statistics in the Big Data Era, CIRM, Nov 2018, Marseille, France, 2018 ISBA World Meeting, 2018 ISBA World Meeting, Jun 2018, Edinburgh, United Kingdom. 1 p., 2018, ⟨10.13140/RG.2.2.14618.54728⟩, 2018 ISBA World Meeting, Edinburgh, GBR, 2018-06-24-2018-06-29
- Accession number :
- edsair.dedup.wf.001..52b4a8f357a00510ef51b29863717fd3