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When SuSiE Says '95% Confident', Is It?
Benchmarking the Honesty of Fine-Mapping Credible Sets
Fine-mapping has a promise built into its output, and almost nobody checks whether the promise is kept.
When you run SuSiE on a GWAS locus, it hands you a credible set : a small group of variants that, at a stated confidence level like 95%, should contain the true causal variant. That 95% is a claim about reality. Among all the loci where SuSiE reports a 95% credible set, the true causal variant should be inside the set 95% of the ti...
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