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Nonparametric elicitation for heavy-tailed prior distributions
Expert elicitation Gaussian process heavy-tailed distribution nonparametric density estimation
2009/9/22
In this paper, elicitation of an expert beliefs is treated as any other inference
problem: the facilitator of the elicitation exercise has prior beliefs about the form
of the expert density function...
A Quantitative Study of Quantile Based Direct Prior Elicitation from Expert Opinion
location parameter prior elicitation quantile scale parameter shape parameter skewness Taylor expansion
2009/9/22
Eliciting priors from expert opinion enjoys more efficiency and re-
liability by avoiding the statistician potential subjectivity. Since elicitation on
the predictive prior probability space require...
Geographically Assisted Elicitation of Expert Opinion for Regression Models
elicitation expert opinion regression
2009/9/22
One of the perceived strengths of Bayesian modelling is the ability to
include prior information. Although objective or noninformative priors might be
preferred in some situations, in many other app...