median = nanmean(combinedatamat);
for n = 1 : size(combinedatamat,2)
for nn = 1:size(combinedatamat,1)
if (isnan(combinedatamat(nn,n)))
combinedatamat(nn,n) = median(:,n);
end
end
end
this seems to work well.