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From |
"Prado De Castro Alfaiate, Jorge" <jprado@essex.ac.uk> |

To |
"statalist@hsphsun2.harvard.edu" <statalist@hsphsun2.harvard.edu> |

Subject |
RE: st: sequence of random values is repeated as I re-run code |

Date |
Fri, 4 Feb 2011 14:59:23 +0000 |

Dear ergiy Radyakin and Nick Cox, Thank you for your answers. In my code I basically maximize a function several times using ml. I set different initial (random) values each time... What I find "weird" is that everytime that I re-run the code Stata delivers the exact same initial values (that is, the same random numbers) as in the previous time I run it... Therefore this means that the same sequence of random numbers generated was repeated (and my code requires about thousands of random numbers)... I don't set "seed" anywhere in my code and am thus solely relying on Stata to provide different random numbers each time. ________________ De: owner-statalist@hsphsun2.harvard.edu [owner-statalist@hsphsun2.harvard.edu] em nome de Nick Cox [n.j.cox@durham.ac.uk] Enviado: sexta-feira, 4 de Fevereiro de 2011 14:39 Para: 'statalist@hsphsun2.harvard.edu' Assunto: RE: st: sequence of random values is repeated as I re-run code Using the "true random numbers" is still basing your actions on a physical theory that the series really is, or should be, structureless noise, and they are not even pure from nature. In what I take to be Sergiy's own words: "This service samples atmospheric noise via radio tuned to an unused broadcasting frequency together with a skew correction algorithm due to John von Neumann." It seems to be a choice between one set of assumptions that statistical people in practice take on trust assuming that some expert knows their field and another set of assumptions about which the same can be said. Nick n.j.cox@durham.ac.uk Sergiy Radyakin On Fri, Feb 4, 2011 at 7:07 AM, Prado De Castro Alfaiate, Jorge <jprado@essex.ac.uk> wrote: > > I still could not understand why, but I found out that the same sequence of random values is created when I re-run my code. > > Each time a random value is created Stata is supposed to get that random number by using a complicated function of time and date (with high precision), leading to a near-random number, right? > > But then I do not understand how the same random numbers may come out again... > I guess you have discovered the fundamental truth about random number generation in Stata (and all the other packages and programming languages for that matter).The random number generation is implemented with a pseudo-random number generator, which repeats the same sequence over and over again, and that sequence appears to be random to the naked eye, but it is of course not. For practical matters the following properties are particularly notable: it has a repetition cycle, and a sophisticated guesser equipped with a calculator, good memory and a prior knowledge of the previous few observations of the rnds can predict with 100% certainty what's coming next. Being able to reproduce the same sequence of random numbers is often important during software development for testing and making sure the software behaves properly. For true random numbers, see the -truernd- command recently posted to SSC. http://ideas.repec.org/c/boc/bocode/s457232.html * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/statalist/faq * http://www.ats.ucla.edu/stat/stata/ * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/statalist/faq * http://www.ats.ucla.edu/stat/stata/

**Follow-Ups**:**RE: st: sequence of random values is repeated as I re-run code***From:*Nick Cox <n.j.cox@durham.ac.uk>

**References**:**st: sequence of random values is repeated as I re-run code***From:*"Prado De Castro Alfaiate, Jorge" <jprado@essex.ac.uk>

**Re: st: sequence of random values is repeated as I re-run code***From:*Sergiy Radyakin <serjradyakin@gmail.com>

**RE: st: sequence of random values is repeated as I re-run code***From:*Nick Cox <n.j.cox@durham.ac.uk>

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