[R] random number generation issues with r and compiled C code
A.J. Rossini
rossini at blindglobe.net
Tue Jan 29 03:48:07 CET 2002
>>>>> "h" == hzi <hzi at uol.com.br> writes:
h> One question about "random number generation": AFAIK, true
h> random number generation has to receive random input from the
h> "outside." For instance, when you generate GnuPG or PGP keys
h> for encryption, you have to type something on the keyboard.
h> With all the other stuff I've seen that purports to generate
h> random numbers, real randomo is no being generated, right?
h> Shoudn't R have some function similar to the above mentioned
h> one that exists in PGP or GNuPG?
No. Statistical "random number" simulation actually relies upon
reproducible pseudo-random number streams, rather than "true" random
numbers. (I'll say streams rather than algorithms, because
historically, lists were used as well!).
Reproducibility is the key. It's a bit harder to understand your
results if you can't characterise (for example) the uniformity and
lack of correlation (of various dimensions) of the pseudo-RNG.
However, we've got an expert in our midst who could comment more.
best,
-tony
--
A.J. Rossini Rsrch. Asst. Prof. of Biostatistics
U. of Washington Biostatistics rossini at u.washington.edu
FHCRC/SCHARP/HIV Vaccine Trials Net rossini at scharp.org
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