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Likelihood-free inference in high dimensions with synthetic likelihood

Ong, VMH; Nott, DJ; Tran, MN; Sisson, SA; Drovandi, CC

Nott, DJ (reprint author), Natl Univ Singapore, Dept Stat & Appl Probabil, Singapore 117546, Singapore.

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018; 128 (): 271

Abstract

One popular approach to likelihood-free inference is the synthetic likelihood method, which assumes that some data summary statistics which are inform......

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