Doublet detection methods simulate doublets by adding or averaging exp in random cell pairs. But, there is technical variation between cells. A true doublet is 2+ cells processed in the same droplet with no technical variation. Eg, cell A (9000 UMI)+ cell B (1000 UMI) still looks like cell A.
about 1 year ago