15 citations · 61 across the 20 of their papers we have counts for
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stat.CO2015★ 5 cited
Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model
Jingjing Li, David J. Nott, Yanan Fan +1
Approximate Bayesian computation (ABC) refers to a family of inference methods used in the Bayesian analysis of complex models where evaluation of the likelihood is difficult. Conv…
stat.ME2015
Regression Adjustment for Noncrossing Bayesian Quantile Regression
Thais Rodrigues, Yanan Fan
A two-stage approach is proposed to overcome the problem in quantile regression, where separately fitted curves for several quantiles may cross. The standard Bayesian quantile regr…