Merge VCFs by chromosomes

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I have 4 vcfs from four different cohorts. I used bcftools to separate each of them by chromosomes. Now I would like to merge the VCFs by chromosomes (create one vcf for all chromosomes 1, 2 and so on). Any ideas?

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