Tackling post-Michigan Imputation Server troubles

When meta-analysing many genome-wide association studies a lack of overlap [in terms of variants] between genotyping platforms lowers power. However, imputation of missing genotypes using public references ensures >99% overlap and significantly increases power. Here I focus on fixing some post imputation issues when using the Michigan imputation server.