Re: Probability of rth order statistic
- From: "Patrik" <hosanagar@xxxxxxxxx>
- Date: 5 Dec 2005 11:13:29 -0800
Licas,
You have given the cdf of the kth order stat. To determine the prob
that X1 is ranked r, the probability should simply be
(n-1)C(k-1) * [F(x)]^(k-1) * [1-F(x)]^(n-k)
rather than the sum from k to n because I've to select (k-1) entries
from the remaining (n-1) to be lesser than X1 and the remaining MUST be
greater than X1. This seems to make the most sense to me.
Thanks,
"Luis A. Afonso" wrote:
> The unmistakable impression that I draw from the Richard Ulrich´s feedback (as questions) to the problem posted by *Patrik* is that he is *virgin* about the classic *Statistics of Extremes*. The worse of all of this is that he could simply *think* in order that to avoid the *dunk* he posted (Isn´t it simply 1/N?).
> Because I am a nice guy I will teach him (the following is a translation from a *elementary* Portuguese textbook on Statistics*).
> ***Let be a set of n random continuous variables (r.v.) i.i.d. (identically independently distributed) X1, X2, ...,Xn with density f(x); therefore the Distribution Function is
> ____________F(x) = Integral (from -oo to x). f(t)dt
> We will note X´k the kth r.v. - (kth ordinal statistics)- the value that one have k-1 values that are lesser than it. That is:
> _______X´1<=X´2<=...<=X´n______________________
> X´1 is the (first) minimum, X´2 the second, ..., X´n the nth minimum or maximum.
> Because we put
> ________Fk(x) = prob.(X´k <= x) we have (Bernouilli Distribution):
> ________H is the probability that the number of values lesser or equal to x be greater or equal to k.
> ___H= sum (from k to n) nCj * [F(x)]^j * [1-F(x)]^(n-j)
> ____Therefore
> ____Fk(x)=[n! /((k-1)! (n-k)!]* F^(k-1)*(1-F)^(n-k)* f(x)
> (for n sufficiently large a normal approach is possible).
>
> That´s all (*folks*)
>
> _________________licas (Luís A. Afonso)
.
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- Probability of rth order statistic
- From: Patrik
- Re: Probability of rth order statistic
- From: \"Luis A. Afonso\"
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