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Volumn 88, Issue 2, 1996, Pages 304-319

On the estimation of optimal batch sizes in the analysis of simulation output

Author keywords

Batch size; Mean squared error; Simulation; Variance of the sample mean

Indexed keywords

ERRORS; ESTIMATION; MARKOV PROCESSES; MATHEMATICAL MODELS; QUEUEING THEORY; REGRESSION ANALYSIS; SIMULATION;

EID: 0029735494     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/0377-2217(94)00204-5     Document Type: Article
Times cited : (38)

References (26)
  • 1
    • 0003034721 scopus 로고
    • Distribution of the serial correlation coefficient
    • Anderson, R.L., "Distribution of the serial correlation coefficient", Annals of Mathematics and Statistics 13 (1942) 1-13.
    • (1942) Annals of Mathematics and Statistics , vol.13 , pp. 1-13
    • Anderson, R.L.1
  • 4
    • 0002090746 scopus 로고
    • On the theoretical specification of sampling properties of autocorrelated time series
    • Bartlett, M.S., "On the theoretical specification of sampling properties of autocorrelated time series", Journal of the Royal Statistical Society 108 (1946) 27-41.
    • (1946) Journal of the Royal Statistical Society , vol.108 , pp. 27-41
    • Bartlett, M.S.1
  • 5
    • 0025398854 scopus 로고
    • A sequential inspection plan for Markov dependent production processes
    • Bhat, U.N., Lal, R., and Karunaratne, M., "A sequential inspection plan for Markov dependent production processes", IIE Transactions 22 (1988) 56-64.
    • (1988) IIE Transactions , vol.22 , pp. 56-64
    • Bhat, U.N.1    Lal, R.2    Karunaratne, M.3
  • 6
    • 0007899404 scopus 로고
    • Some tactical problems of digital systems simulation
    • Conway, R.W., Johnson, B.M., and Maxwell, W.L., "Some tactical problems of digital systems simulation", Management Science 6 (1959) 92-110.
    • (1959) Management Science , vol.6 , pp. 92-110
    • Conway, R.W.1    Johnson, B.M.2    Maxwell, W.L.3
  • 7
    • 0016436892 scopus 로고
    • Simulating stable stochastic systems. III: Regenerative processes and discrete-event simulations
    • Crane, M.A., and Iglehart, D.L., "Simulating stable stochastic systems. III: Regenerative processes and discrete-event simulations", Operations Research 23 (1975) 33-45.
    • (1975) Operations Research , vol.23 , pp. 33-45
    • Crane, M.A.1    Iglehart, D.L.2
  • 8
    • 84971194000 scopus 로고
    • The serial correlation coefficients of waiting times in a stationary single server queue
    • 1968
    • Daley, D.J. (1968), "The serial correlation coefficients of waiting times in a stationary single server queue", Journal of the Australian Mathematical Society 8 (1968) 683-699.
    • (1968) Journal of the Australian Mathematical Society , vol.8 , pp. 683-699
    • Daley, D.J.1
  • 9
    • 0002713053 scopus 로고
    • Estimating sample size in computing simulation experiments
    • Fishman, G.S., "Estimating sample size in computing simulation experiments". Management Science 18 (1971) 21-38.
    • (1971) Management Science , vol.18 , pp. 21-38
    • Fishman, G.S.1
  • 10
    • 0024168660 scopus 로고    scopus 로고
    • Confidence intervals using orthonormally weighted standardized time series
    • M. Abrams, P. Haigh and J. Comfort (eds.)
    • Foley, R.D., and Goldsman, D., "Confidence intervals using orthonormally weighted standardized time series", in: M. Abrams, P. Haigh and J. Comfort (eds.), Proceedings of the 1988 Winter Simulation Conference, 422-424.
    • Proceedings of the 1988 Winter Simulation Conference , pp. 422-424
    • Foley, R.D.1    Goldsman, D.2
  • 11
    • 0004115624 scopus 로고
    • Technical Report J-85-12, School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA
    • Goldsman, D., and Meketon, M.S., "A comparison of several variance estimators", Technical Report J-85-12, School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA (1986).
    • (1986) A Comparison of Several Variance Estimators
    • Goldsman, D.1    Meketon, M.S.2
  • 12
    • 0000181137 scopus 로고
    • Asymptotic properties of some confidence interval estimators for simulation output
    • Goldsman, D., and Schruben, L.W., "Asymptotic properties of some confidence interval estimators for simulation output", Management Science 30 (1984) 1217-1225.
    • (1984) Management Science , vol.30 , pp. 1217-1225
    • Goldsman, D.1    Schruben, L.W.2
  • 13
    • 0018999251 scopus 로고
    • A spectral method for confidence interval generation and run length control in simulation
    • Heidelberger, P., and Welch, P.D., "A spectral method for confidence interval generation and run length control in simulation", Communications of the ACM 24 (1981) 233-245.
    • (1981) Communications of the ACM , vol.24 , pp. 233-245
    • Heidelberger, P.1    Welch, P.D.2
  • 14
    • 0021640537 scopus 로고
    • Overlapping batch means: Something for nothing?
    • S. Sheppard, U. Pooch, and D. Pegden (eds.)
    • Meketon, M.S. and Schmeiser, B.W., "Overlapping batch means: Something for nothing?", in: S. Sheppard, U. Pooch, and D. Pegden (eds.), Proceedings of the 1984 Winter Simulation Conference, 227-230 (1984).
    • (1984) Proceedings of the 1984 Winter Simulation Conference , vol.227-230
    • Meketon, M.S.1    Schmeiser, B.W.2
  • 16
    • 0020132583 scopus 로고
    • Batch-size effects in the analysis of simulation output
    • Schmeiser, B.W., "Batch-size effects in the analysis of simulation output", Operations Research 30 (1982) 556-568.
    • (1982) Operations Research , vol.30 , pp. 556-568
    • Schmeiser, B.W.1
  • 18
    • 0020846587 scopus 로고
    • Confidence interval estimation using standardized time series
    • Schruben, L.W., "Confidence interval estimation using standardized time series", Operations Research 31 (1983) 1090-1108.
    • (1983) Operations Research , vol.31 , pp. 1090-1108
    • Schruben, L.W.1
  • 20
    • 0042917248 scopus 로고
    • Estimating standard errors: Empirical behavior of asymptotic mse-optimal batch sizes
    • E.J. Wegman, D.T. Gantz and J.J. Miller (eds.), American Statistical Association, Alexandria, VA
    • Song, W.-M.T., and Schmeiser, B.W., "Estimating standard errors: Empirical behavior of asymptotic mse-optimal batch sizes", in: E.J. Wegman, D.T. Gantz and J.J. Miller (eds.), Computing Science and Statistics: Proceedings of the Symposium on the Interface, American Statistical Association, Alexandria, VA (1988), 575-580.
    • (1988) Computing Science and Statistics: Proceedings of the Symposium on the Interface , pp. 575-580
    • Song, W.-M.T.1    Schmeiser, B.W.2
  • 21
    • 0007992349 scopus 로고
    • Variance of the sample mean: Properties and graphs of quadratic-form estimators
    • Song, W.-M.T., and Schmeiser, B.W., "Variance of the sample mean: Properties and graphs of quadratic-form estimators", Operations Research 41 (1993) 501-517.
    • (1993) Operations Research , vol.41 , pp. 501-517
    • Song, W.-M.T.1    Schmeiser, B.W.2
  • 24
    • 0042917250 scopus 로고
    • Ph.D. Dissertation, School of Industrial Engineering, Purdue University, West Lafayette, IN
    • Wilson, J.R., "Variance reduction techniques", Ph.D. Dissertation, School of Industrial Engineering, Purdue University, West Lafayette, IN (1979).
    • (1979) Variance Reduction Techniques
    • Wilson, J.R.1
  • 25
    • 0000313654 scopus 로고
    • Planning queueing simulations
    • Whitt, W., "Planning queueing simulations", Management Science 35 (1989a) 1341-1366.
    • (1989) Management Science , vol.35 , pp. 1341-1366
    • Whitt, W.1
  • 26
    • 0024920525 scopus 로고
    • Simulation run length planning
    • E.A. MacNair, K.J. Musselman, and P. Heidelberger (eds.)
    • Whitt, W., "Simulation run length planning", in: E.A. MacNair, K.J. Musselman, and P. Heidelberger (eds.), Proceedings of the 1989 Winter Simulation Conference (1989b), 106-112.
    • (1989) Proceedings of the 1989 Winter Simulation Conference , pp. 106-112
    • Whitt, W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.