yes - i finally saw that and took the call to the GDDinit out of the loop 
and this may be working, but I don't know how to explain this to the 
kiddies. 
Probably should have just stuck with Excel where I understand the 
generators. Too complicated by far.
Thanks everyone for your help.

On Sunday, 21 October 2012 13:56:06 UTC+2, Dima Pasechnik wrote:
>
> On 2012-10-21, LFS <lfah...@gmail.com <javascript:>> wrote: 
> > ------=_Part_87_6472836.1350820122321 
> > Content-Type: text/plain; charset=ISO-8859-1 
> > 
> > Actually Dmitrii with this change it is giving me exactly the same 
> > empirical data each time! 
>
> well, I just gave you a general framework for initializing and using a 
> pseudo-random number generator. 
> If you initialize it with the same seed, you get the same pseudo-random 
> sequence. (sometimes uselful, if you want to check that you get the 
> same results from seemingly random computation) 
> So if you restart your computation from the very beginning, inclusing 
> the initializing of the random seed with the same value, you will get 
> the same data each time you do the computation. 
>
> But if you want to emulate true randomness, you only have to initialize 
> the seed once. 
>
> HTH, 
> Dmitrii 
>
>

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