Random Number Generator for Left Skewed Distribution

I am doing some forecasting. Can Numbers '09 randomly generate a set of numbers to conform to certain distribution properties? I need a mean of -0.02, and skewed left.

mac book, Mac OS X (10.5.6)

Posted on Mar 27, 2009 3:42 AM

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3 replies

Mar 27, 2009 4:32 AM in response to KRuff

I don't know the properties of the random numbers generated by the RAND() function, other than they are floating point and between 0 and 1. If we assume they are pseudo-random and the function which generates them is up to par, the mean should be 0.5 and the distribution should be flat. I assume by "skewed to the left" you want to have a less than flat distribution but you didn't specify the distribution or the range you want. I think what you need to do is come up with an equation that has the range, distribution and mean you want when the input is a random number between 0 and 1 and drive that equation with the RAND() function. I'll look into it some more to give you some ideas.

Mar 27, 2009 12:40 PM in response to Jerrold Green1

To create a random number generator with a normal distribution, you can add a bunch of RAND()s together. The more you add the closer this generator will approximate a normal distribution. But the more you add, the more overhead you create.

Y = 1/10*(RAND() RAND()+RAND()+RAND()+RAND()+RAND()+RAND()+RAND()+RAND()RAND())-0.52

That should give a roughly normal distribution with a mean of -0.02 and will be limited to between -.52 to 0.48. Again, the more RAND()s you add the closer it becomes to normal.

To get RAND() to create a new random number, you have to change a cell in the table. A checkbox would be an easy way to do this.

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Random Number Generator for Left Skewed Distribution

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