タイトル | Computer simulation of random variables and vectors with arbitrary probability distribution laws |
本文(外部サイト) | http://hdl.handle.net/2060/19810015303 |
著者(英) | Bogdan, V. M. |
著者所属(英) | NASA Johnson Space Center |
発行日 | 1981-05-01 |
言語 | eng |
内容記述 | Assume that there is given an arbitrary n-dimensional probability distribution F. A recursive construction is found for a sequence of functions x sub 1 = f sub 1 (U sub 1, ..., U sub n), ..., x sub n = f sub n (U sub 1, ..., U sub n) such that if U sub 1, ..., U sub n are independent random variables having uniform distribution over the open interval (0,1), then the joint distribution of the variables x sub 1, ..., x sub n coincides with the distribution F. Since uniform independent random variables can be well simulated by means of a computer, this result allows one to simulate arbitrary n-random variables if their joint probability distribution is known. |
NASA分類 | STATISTICS AND PROBABILITY |
レポートNO | 81N23838 NASA-TP-1859 S-504 |
権利 | No Copyright |
URI | https://repository.exst.jaxa.jp/dspace/handle/a-is/169099 |
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