How to plot negative values while using loglog plots?

I'm using the following code.

a = [ 1 2 3 4 -1 -1 -3 -4 5 6 ]
b = [ 1 2 3 4 5 6 7 8 9 10 ]
loglog(b,a,'-o')
Warning: Negative data ignored