The estimates of variance using all data will reflect some weighted average of the estimates from close and distant relatives, with relatively more weight attributed to close relatives because the coefficients of similarity are so much higher. Estimates from SNP data were slightly lower than estimates from pedigree data, reflecting the relatively large number of pairwise combinations of ‘unrelateds' in the SNP analyses.