Sunny Singha
2017-Jun-16 03:53 UTC
[R] Generate correlated expontial distribution -- lamda please guide
Hi, I need to generate correlated (positive as well as negative) bivariate exponential distribution with rate of 1/5 or any rate I need some guidance here. Please help. Regards, Sunny
Rolf Turner
2017-Jun-16 22:59 UTC
[R] [FORGED] Generate correlated expontial distribution -- lamda please guide
On 16/06/17 15:53, Sunny Singha wrote:> Hi, > I need to generate correlated (positive as well as negative) bivariate exponential > distribution with rate of 1/5 or any rate. > I need some guidance here. Please help.I believe this question is ill-posed. (1) My understanding is that there is no "bivariate exponential" distribution, or rather that there are many possible definitions. (Others, younger and wiser, may correct me or elaborate on this.) (2) If your requirement is simply to obtain a bivariate distribution with exponential marginals and a given correlation between the variables, I believe there are a variety of ways. One way might be to use copulas. Another might be to use "coupling" (see Muirhead, "Aspects of Multivariate Statistical Theory", Wiley, p. 43, Ex. 1.7). Some googling (why didn't you do that?) led me to> http://r.789695.n4.nabble.com/How-to-generate-bivariate-exponential-distribution-td3596944.htmlin which Petr Savicky gives a simple construction. cheers, Rolf Turner -- Technical Editor ANZJS Department of Statistics University of Auckland Phone: +64-9-373-7599 ext. 88276
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