Rayleigh and Extreme Value Distribution Type II (Fretech Distribution)

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SUMMARY

The discussion focuses on the quantile estimation equations for the Rayleigh distribution, Extreme Value Type II distribution (Frechet distribution), and Weibull 2P distribution. The user, af_231, seeks resources to find these equations, noting that they found limited information on Weibull 3P in A. Ramachandra Rao's book. A forum member suggests using integral calculus to solve for quantiles by setting up the equation Integral f(x)dx from -infinity to a = 0.10, emphasizing the need for either analytic or numeric methods depending on the distribution.

PREREQUISITES
  • Understanding of probability density functions (PDFs)
  • Familiarity with integral calculus
  • Knowledge of statistical distributions, specifically Rayleigh, Frechet, and Weibull
  • Experience with numeric and analytic methods for solving equations
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  • Research quantile estimation techniques for Rayleigh distribution
  • Study the properties and applications of Extreme Value Type II (Frechet) distribution
  • Explore quantile estimation methods for Weibull 2P distribution
  • Learn about numeric integration methods for statistical applications
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Statisticians, data analysts, and researchers involved in statistical modeling and distribution analysis will benefit from this discussion.

af_231
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Hello!
I am looking for the equations to quantile estimation by Rayleigh, Extreme Value Type II Distributions (Frechet Distribution) and Weilbull 2P. I have checked several statistics books and web pages, trying to find those equations but haven't found anything. About Weibull Distribution, I found some information about quantile estimation for Weibull Distriution in the book by A. Ramachandra Rao, but the information is only on Weibull 3P.

Can anyone recommend me some book or web page where to find them?

Thanks!
 
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af_231 said:
Hello!
I am looking for the equations to quantile estimation by Rayleigh, Extreme Value Type II Distributions (Frechet Distribution) and Weilbull 2P. I have checked several statistics books and web pages, trying to find those equations but haven't found anything. About Weibull Distribution, I found some information about quantile estimation for Weibull Distriution in the book by A. Ramachandra Rao, but the information is only on Weibull 3P.

Can anyone recommend me some book or web page where to find them?

Thanks!

Hey af_231 and welcome to the forums.

What you are looking to do is basically find a solution to your PDF where your upper limit is what you want to solve for.

So say you want to find the 10% lower quantile. Basically you are solving the equation Integral f(x)dx from -infinity to a = 0.10 and you then solve for a.

Depending on the integral you could use either an analytic method or you may have to use a numeric method, but either way this procedure is used regardless of the distribution (i.e. any valid f(x) that satisifies Kolmogorov Axioms).

We can't really just give you the full answer here on PF because its against forum policy but if you have any further questions we will do our best to help you in the proper capacity.
 

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