ACM Home Page
Please provide us with feedback. Feedback
Generating sums in constant average time
Full text PdfPdf (498 KB)
Source Winter Simulation Conference archive
Proceedings of the 20th conference on Winter simulation table of contents
San Diego, California, United States
Pages: 425 - 431  
Year of Publication: 1988
ISBN:0-911801-42-1
Author
Luc Devroye  School of Computer Science, McGill Universiry
Sponsors
ORS : Orthopaedic Research Society
SIGSIM: ACM Special Interest Group on Simulation and Modeling
TIMS :
IEEE-CS : Computer Society
IEEE-SMCS : Systems, Man & Cybernetics Society
Publisher
ACM  New York, NY, USA
Bibliometrics
Downloads (6 Weeks): 2,   Downloads (12 Months): 8,   Citation Count: 1
Additional Information:

abstract   references   cited by   index terms   collaborative colleagues  

Tools and Actions: Review this Article  
DOI Bookmark: Use this link to bookmark this Article: http://doi.acm.org/10.1145/318123.318228
What is a DOI?

ABSTRACT

We derive an algorithm that requires uniformly bounded time to generate the sum of n iid uniform [0,1] random variables. The expected time spent on the computation of the density of the sum per generated random variate tends to zero as n →∞


REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

 
1
J.H. Ahrens and U. Dieter, "Sampling from binomial and Poisson distributions: a method with bounded computation times," Computing, vol. 25, pp. 193-208, 1980.
 
2
H. Chernoff, "A measure of asymptotic efficiency of tests of a hypothesis based on the sum of observations," Annals oj" Mathematical Statistics, vol. 23, pp. 493-507, 1952.
 
3
 
4
L. Devroye, Non-Uniform Random Variate Generation, Springer-Verlag, New York, 1986.
 
5
G.S. Fishman, "Sampling from the binomial distribution on a computer," Journal of the American Statistical Association, vol. 74, pp. 418-423, 1979.
 
6
I.S. Gradshteyn and I.M. Ryzhik, Table of Integrals, Series and Products, Academic Press, New York, 1980.
 
7
V. Kachitvichyanukul, "Computer Generation of Poisson, Binomial, and Hypergeometric Random Variates," Ph.D. Dissertation, School of Industrial Engineering, Purdue Universiry, 1982.
 
8
M. Maejima, "The remainder term in the local limit theorem for independent random variables," Tokyo Journal of Mathematics, vol. 3, pp. 311-329, 1980.
 
9
J.K. Ord, Families of Frequency Distributions, Griffin, London, 1972.
 
10
V.V. Petrov, Sums of Independent Random Variables, Springer-Verlag, New York, 1975.