murdoch at stats.uwo.ca
2008-Aug-14 21:05 UTC
[Rd] [R] RNG Cycle and Duplication (PR#12538)
Shengqiao Li wrote:> Hello all, > > I am generating large samples of random numbers. The RNG help page says: > "All the supplied uniform generators return 32-bit integer values that are > converted to doubles, so they take at most 2^32 distinct values and long > runs will return duplicated values." But I find that the cycles are not > the same as the 32-bit integer. >This is no bug. Cycle length and the set of possible values are different concepts. And please don't cross-post. Duncan Murdoch> My test indicated that the cycles for Knuth's methods were 2^30 while > Wichmann-Hill's cycle was larger than 2^32! No numbers were duplicated in > 10M numbers generated by runif using Wichmann-Hill. The other three > methods had cycle length of 2^32. > > So, anybody can explain this? And any improvement to the > implementation can be made to increase the cycle length like the > Wichmann-Hill method? > > > =======================================> Shengqiao Li > > Research Associate > The Department of Statistics > West Virginia University > Morgantown, WV 26506-6330 > > ______________________________________________ > R-help at r-project.org mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide http://www.R-project.org/posting-guide.html > and provide commented, minimal, self-contained, reproducible code. >