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Nonparametric techniques in simulation analysis: a tutorial

Published: 11 December 1994 Publication History
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References

[1]
Barton, R.R. and L.W. Schruben, "Uniform and Bootstrap Resampling of Empirical Distributions," Proceedings of the 1993 Winter Simulation Conference, Evans, Mollaghasemi, Russell and Biles, Eds., 503-508 (1993).
[2]
Berry, K.J. and P.W. Jr. Mielke, "Computation of Exact and Approximate Probability Values for a Matched Pairs Permutation Test," Communications in Statistics - Part B: Simulation and Computation, 14, 229-248 (1985).
[3]
Box, G.E.P. and S.L. Andersen, "Permutation Theory in the Derivation of Robust Criteria and the Study of Departures from Assumptions," Journal of the Royal Statistical Society, Series B, 17, 1-34 (1955).
[4]
Edgington, E.S., Randomization Tests, Marcel Dekker, New York, 1980.
[5]
Efron, B. "Bootstrap Methods: Another Look at Jackknife." Annals of Statistics. 7, 1-26 (1979).
[6]
Efron, B. and R. Tibshirani, "Bootstrap Methods for Standard Errors, Confidence Intervals and Other Mea~ure.~ of ~;tati~tical Accuracy." Statistical Science. 1, 54-77 (1984).
[7]
Fisher, R.A., Statistical Methods for Research Workers, Oliver & Boyd, Edinburgh, 1925.
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Fisher, R.A., The Design of Experiments, Oliver & Boyd, Edinburgh, 1935.
[9]
Foutz, R.V., "A Method for Constructing Exact Tests from Test Statistics that Have Unknown Null Distributions," J. Statist. Comput. Simul., 10, 187-193 (1980).
[10]
Good, P., Permutation Tests, Springer-Verlag, New York, 1994.
[11]
Hoeffding, W., "The Large Sample Power of Tests Based on Permutations of Observations," Annals of Mathematical Statistics, 23, 169-192 (1952).
[12]
Kim, Y.B., T.R. Willemain, J. Haddock, and G.C. Runger, "The Threshold Bootstrap: A New Approach to Simulation Output Analysis," Proceedings of the 1993 Winter Simulation Conference, Evans, Mollaghasemi, Russell and Biles, Eds., 498-502 (1993).
[13]
L'Ecuyer, P. "Random Numbers for Simulation." Communications of the ACM. 33.10, 85-97 (1990).
[14]
Noreen, E., Computer Intensive Methods for Testing Hypotheses: An Introduction, Wiley, New York, 1989.
[15]
Pagano, M. and D. Tritchler, "On Obtaining Permutation Distributions in Polynomial Time," Journal of the American Statistical Association, 78, 435-440 (1983).
[16]
Scheff6, H., The Analysis of Variance, Wiley, New York, 1959.
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Spino, C. and M. Pagano, "Efficient Calculation of the Permutation Distribution of Trimmed Means," Journal of the American Statistical Association. 86, 729-737 (1991).
[18]
Welch, B.L., "The Significance of the Difference between two Means when the Population Variances are Unequal," Biometrica, 25, 350-362 (1938).
[19]
Yiicesan, E., "Evaluating Random Number Generators Using Permutation Tests," Proceedings of the 1992 European Simulation Multiconference, Stephenson Ed., 94-98 (1992).
[20]
Yiicesan, E. "Randomization Tests for Initial Bias in Simulation Output," Naval Research Logistics, 40, 643-663 (1993).
[21]
Y~icesan, E., "Comparing Alternative System Configurations: A Nonparametric Approach," Forthcoming in Annals of Operations Research (1994).

Cited By

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  • (2002)Reusing simulation componentsProceedings of the 34th conference on Winter simulation: exploring new frontiers10.5555/1030453.1030562(783-790)Online publication date: 8-Dec-2002
  • (1995)Bootstrap methods in computer simulation experimentsProceedings of the 27th conference on Winter simulation10.1145/224401.224459(171-177)Online publication date: 1-Dec-1995

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cover image ACM Conferences
WSC '94: Proceedings of the 26th conference on Winter simulation
December 1994
1500 pages
ISBN:078032109X

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Society for Computer Simulation International

San Diego, CA, United States

Publication History

Published: 11 December 1994

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WSC94
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WSC94: 1994 Winter Simulation Conference
December 11 - 14, 1994
Florida, Orlando, USA

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WSC '94 Paper Acceptance Rate 100 of 209 submissions, 48%;
Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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Cited By

View all
  • (2002)Reusing simulation componentsProceedings of the 34th conference on Winter simulation: exploring new frontiers10.5555/1030453.1030562(783-790)Online publication date: 8-Dec-2002
  • (1995)Bootstrap methods in computer simulation experimentsProceedings of the 27th conference on Winter simulation10.1145/224401.224459(171-177)Online publication date: 1-Dec-1995

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