From: Dave Rusin [rusin@math.niu.edu] Date: Wednesday, March 13, 1996 11:37 AM To: rmcgehee@TECLink.Net Subject: Re: reexpression Someone, surely, will give you the lecture that it's inappropriate simply to ask for any function which has a similar graph; what you ought to do is make a model of the situation which explains why, for example, the number of deaths is (like the number of births) proportional to a product N*(N_0 - N) (N=number of individuals). I hope you will consider such an approach -- if you have a sense of what drives your function in the first place, it's easier to describe appropriate functions to fit to your data. Having said this, let me offer a suggestion. You know the function 2/(1+e^-t) increases from values nearly zero (for t < < 0 ) to the value of 1 ( for t > > 0 ). Of course you can add a time delay and a time scaling factor and get the same general description; that is, you can use any function of the form 2/(1 + exp(-a(t-b)) ). Here we have a > 0 to get a curve whose graph has the increasing shape described above, but of course we could look at functions with a < 0 and get the mirror image of those curves: curves which decrease from 1 to 0 as t ranges over all real values. This suggests a way to get a curve with your requirements: simply multiply two such functions together -- one with a > 0 and the other (corresponding to a larger value of b) with a < 0. For example, the function 4/ [ (1+exp(-(t+10))) * (1+exp(+(t-10))) ] is nearly zero if t is large in magnitude; it rises near t=-10 to values just less than 1; stabilizes; drops near t=+10 back to nearly zero. This is just the kind of curve you would get if, during the extinction phase, your population is dying off at a rate proportional to the product N*(N_0 - N) as I suggested before. dave