ENH: add kind kwarg to inverse.
PAPER: more content
BUG:  Since I'm drawing the shocks I DON'T need to adjust for prob.

It should be equivalent to use z_grid with ln_dist.pdf(z_grid)
but for whatever reason, it's not.

This simulation method gets the right answer for
lambda = 0 so I'm going with it.
tack on