Calculate Gamma Distribution: 5% at $627, 95% at $1444

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The discussion focuses on calculating the gamma distribution, specifically how to determine payout thresholds of 5% at $627 and 95% at $1444. It clarifies that the cumulative distribution function (CDF) is used to find the percentage of payouts below a certain amount, while the inverse CDF function is utilized to find the payout amount corresponding to a given percentage. The calculations rely on distribution parameters, including shape and scale. Users are directed to resources that explain these functions further, emphasizing the importance of understanding the limits of payouts. Accurate calculations require either tabulated values or computational tools.
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On the included link, it is calculated that 5% of payouts are around $627 and 95% of payouts are at $1444. I would appreciate if someone can direct me as to how the came up with this answer.

http://www.brighton-webs.co.uk/distributions/gamma.asp"
 
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First off they use "less than" and "greater than", not "equal". Those are the limits of the payouts. In general, the F(x) or CDF or Cumulative Probability function takes as an input a number x (payout) along with the distribution parameters, shape, and scale. It returns a percentage as an answer such that y percent of things (payouts) will be less than x.

Now to go the other way you need the inverse CDF function. You feed it a percentage, y, and it returns x (payout amount). Usually this is done with a tabulated chart of values or a computer/calculator function.
 
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