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Volumn 6, Issue 6, 2000, Pages 1035-1050

On reduction of finite-sample variance by extended Latin hypercube sampling

Author keywords

Computer experiments; Monte carlo simulation; Numerical integration; Orthogonal arrays; Variance reduction

Indexed keywords


EID: 0037654268     PISSN: 13507265     EISSN: None     Source Type: Journal    
DOI: 10.2307/3318470     Document Type: Article
Times cited : (12)

References (19)
  • 1
    • 0001240469 scopus 로고
    • Orthogonal arrays of strength two and three
    • Böse, R.C. and Bush, K.A. (1952) Orthogonal arrays of strength two and three. Ann. Math. Statist., 23, 508-524.
    • (1952) Ann. Math. Statist. , vol.23 , pp. 508-524
    • Böse, R.C.1    Bush, K.A.2
  • 2
    • 0004590551 scopus 로고
    • On cascading Latin hypercube designs
    • Handcock, M.S. (1991) On cascading Latin hypercube designs. Comm. Statist. Ttieory Methods, 20(2), 417-439.
    • (1991) Comm. Statist. Ttieory Methods , vol.20 , Issue.2 , pp. 417-439
    • Handcock, M.S.1
  • 3
    • 33749820044 scopus 로고    scopus 로고
    • Discussion Paper 97-F-7, Faculty of Economics, University of Tokyo. (Available electronically from ftp://lns.e.ti-tokyo.ac.jp/pub/takemitra/dp97f7.ps) Iman
    • Hoshino, N. and Takemura, A. (1997) On reduction of finite sample variance by extended Latin hypercube sampling. Discussion Paper 97-F-7, Faculty of Economics, University of Tokyo. (Available electronically from ftp://lns.e.ti-tokyo.ac.jp/pub/takemitra/dp97f7.ps)
    • (1997) On Reduction of Finite Sample Variance by Extended Latin Hypercube Sampling.
    • Hoshino, N.1    Takemura, A.2
  • 4
    • 84933516758 scopus 로고
    • A distribution-free approach to inducing rank correlation among input variables
    • Iman, R.L. and Conover, W.J. (1982) A distribution-free approach to inducing rank correlation among input variables. Comm. Statist. Simulation Comput., 11, 311-334
    • (1982) Comm. Statist. Simulation Comput. , vol.11 , pp. 311-334
    • Iman, R.L.1    Conover, W.J.2
  • 5
    • 0000739250 scopus 로고
    • Some concepts of dependence
    • Lehmann, E.L. (1966) Some concepts of dependence. Ann. Math. Statist., 35, 1137-1153.
    • (1966) Ann. Math. Statist. , vol.35 , pp. 1137-1153
    • Lehmann, E.L.1
  • 6
    • 0030370879 scopus 로고    scopus 로고
    • On Latin hypercube sampling
    • Loh, W.L. (1996) On Latin hypercube sampling. Ann. Statist., 24(5), 2058-2080.
    • (1996) Ann. Statist. , vol.24 , Issue.5 , pp. 2058-2080
    • Loh, W.L.1
  • 7
    • 0018468345 scopus 로고
    • A comparison of three methods for selecting values of input variables in the analysis of output from a computer code
    • McKay, M.D., Conover, W.J. and Beckman, R.J. (1979) A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics, 21, 239-245.
    • (1979) Technometrics , vol.21 , pp. 239-245
    • McKay, M.D.1    Conover, W.J.2    Beckman, R.J.3
  • 9
    • 0000444881 scopus 로고
    • Orthogonal arrays for computer experiments, integration and visualization
    • Owen, A.B. (1992a) Orthogonal arrays for computer experiments, integration and visualization. Statist. Sinica, 2, 439-452.
    • (1992) Statist. Sinica , vol.2 , pp. 439-452
    • Owen, A.B.1
  • 10
    • 0000732297 scopus 로고
    • A central limit theorem for Latin hypercube sampling
    • Owen, A.B. (1992b) A central limit theorem for Latin hypercube sampling. J. Roy. Statist. Soc. Ser. B, 54, 541-551.
    • (1992) J. Roy. Statist. Soc. Ser. B , vol.54 , pp. 541-551
    • Owen, A.B.1
  • 11
    • 21844504222 scopus 로고
    • Lattice sampling revisited: Monte Carlo variance of means over randomized orthogonal arrays
    • Owen, A.B. (1994a) Lattice sampling revisited: Monte Carlo variance of means over randomized orthogonal arrays. Ann. Statist., 22(2), 930-945.
    • (1994) Ann. Statist. , vol.22 , Issue.2 , pp. 930-945
    • Owen, A.B.1
  • 12
    • 21844489855 scopus 로고
    • Controlling correlations in Latin hypercube samples
    • Owen, A.B. (1994b) Controlling correlations in Latin hypercube samples. J. Amer. Statist. Assoc., 89, 1517-1522.
    • (1994) J. Amer. Statist. Assoc. , vol.89 , pp. 1517-1522
    • Owen, A.B.1
  • 13
    • 0001131698 scopus 로고
    • The design of optimum multifactorial experiments
    • Plackett, R.L. and Burman, J.P. (1946) The design of optimum multifactorial experiments. Biometrika, 33, 305-325.
    • (1946) Biometrika , vol.33 , pp. 305-325
    • Plackett, R.L.1    Burman, J.P.2
  • 14
    • 0000580915 scopus 로고
    • Factorial experiments derivable from combinatorial arrangements of arrays
    • Rao, C.R. (1947) Factorial experiments derivable from combinatorial arrangements of arrays. J. Roy. Statist. Soc., 9, Suppl., 128-139
    • (1947) J. Roy. Statist. Soc. , vol.9 , pp. 128-139
    • Rao, C.R.1
  • 16
    • 0000630895 scopus 로고
    • A quasirandom approach to integration in Bayesian statistics
    • Shaw, J.E.H. (1988) A quasirandom approach to integration in Bayesian statistics. Ann. Statist., 16(2), 895-914.
    • (1988) Ann. Statist. , vol.16 , Issue.2 , pp. 895-914
    • Shaw, J.E.H.1
  • 17
    • 0023349730 scopus 로고
    • Large sample properties of simulations using Latin hypercube sampling
    • Stein, M. (1987) Large sample properties of simulations using Latin hypercube sampling. Technometrics, 29, 143-151
    • (1987) Technometrics , vol.29 , pp. 143-151
    • Stein, M.1
  • 18
    • 21344480032 scopus 로고
    • Orthogonal array-based Latin hypercubes
    • Tang, B. (1993) Orthogonal array-based Latin hypercubes. J. Amer. Statist. Assoc., 88, 1392-1397.
    • (1993) J. Amer. Statist. Assoc. , vol.88 , pp. 1392-1397
    • Tang, B.1
  • 19
    • 0013029713 scopus 로고
    • A theorem for selecting OA-based Latin hypercubes using a distance criterion
    • Tang, B. (1994) A theorem for selecting OA-based Latin hypercubes using a distance criterion. Comm. Statist. Tlieory Methods, 23(7), 2047-2058.
    • (1994) Comm. Statist. Tlieory Methods , vol.23 , Issue.7 , pp. 2047-2058
    • Tang, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.