Abstract
Many traits of dairy cattle such as disease resistance and type breakdown scores may have an underlying distribution of values which are approximately normal but must be measured on a yes or no basis. Theory from literature suggests that herita- bility estimated from such binomial data is only Z2/p(1-p) as large as heritability if it could be measured on the normal scale where z is the ordinate on the normal distribution at the threshold point cor- responding to a fraction p of the population having the character. Data were generated from a pseudo-normal distribution to test this theory for estimates derived from parent-offspring correlation and paternal sib correlation. The adjustment from theory was quite satisfactory for the paternal sib correlation but would lead to sub- stantial overestimates of heritability on the normal scale when p is small and normal heritability is actually large.

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