It would be very useful to include the lambda (also known as the genomic inflation factor) for the Hail qq plot. λ is defined as the median of the resulting chi-squared test statistics divided by the expected median of the chi-squared distribution. Values near 1 indicate no inflation.

# Lambda for qq plot

**tpoterba**#2

Good idea. We need approximate quantile aggregators before we can do this efficiently, though.