25 citations · 65 across the 11 of their papers we have counts for
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math.ST2015★ 8 cited
Approximate Bayesian Computation by Modelling Summary Statistics in a Quasi-likelihood Framework
Stefano Cabras, Maria Eugenia Castellanos Nueda, Erlis Ruli
Approximate Bayesian Computation (ABC) is a useful class of methods for Bayesian inference when the likelihood function is computationally intractable. In practice, the basic ABC a…
stat.CO2015★ 13 cited
Improved Laplace Approximation for Marginal Likelihoods
Erlis Ruli, Nicola Sartori, Laura Ventura
Statistical applications often involve the calculation of intractable multidimensional integrals. The Laplace formula is widely used to approximate such integrals. However, in high…