  Two estimates for the inverse binary entropy function are derived using the
property of information entropy to estimate combinatorics of sequences as well
as related formulas from population genetics for the effective number of
alleles. The second estimate shows close correspondence to the actual value of
the inverse binary entropy function and can be seen as a close approximation
away from low values of binary entropy where $p$ or $1-p$ are small.
