| Updating mean and variance estimates: an improved method |
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Communications of the ACM
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Volume 22 , Issue 9 (September 1979)
table of contents
Pages: 532 - 535
Year of Publication: 1979
ISSN:0001-0782
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| Bibliometrics |
Downloads (6 Weeks): 6, Downloads (12 Months): 118, Citation Count: 10
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ABSTRACT
A method of improved efficiency is given for updating the mean and variance of weighted sampled data when an additional data value is included in the set. Evidence is presented that the method is stable and at least as accurate as the best existing updating method.
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.
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Chan, T.F.C., and Lewis, J.G. Rounding error analysis of algorithms for computing means and standard deviations. Tech. Rep. No. 289, Dept. o f Mathematical Sciences, The Johns Hopkins U., Baltimore, Md., April 1978.
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Lewis, J.G. Private communication.
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Welford, B.P. Note on a method for calculating corrected sums of squares and products. Technometrics 4 (Aug. 1962), 419-420.
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West, D.H.D. Incremental least squares and the approximate separation of exponentials. Nuclear Instruments and Methods 136 (1976), 137-143.
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CITED BY 10
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Halim Damerdji , Shane G. Henderson , Peter W. Glynn, Computational efficiency evaluation in output analysis, Proceedings of the 29th conference on Winter simulation, p.208-215, December 07-10, 1997, Atlanta, Georgia, United States
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