The best replacement for gwas is qtl.

The best alternatives to gwas are rated as following:
★★★★★  qtl
★★★★★  ngs
★★★★  candidate gene approach
★★★★  linkage analysis
★★★  exome sequencing
★★  candidate gene

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No companions for gwas have been suggested so far.
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