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Two-stage versus sequential sample-size determination in regression analysis of simulation experiments


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  • Kleijnen, J.P.C.
  • Groenendaal, W.J.H. van

    (Tilburg University, Center for Economic Research)


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Bibliographic Info

Paper provided by Tilburg University, Center for Economic Research in its series Discussion Paper with number 1994-28.

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Date of creation: 1994
Date of revision:
Handle: RePEc:dgr:kubcen:199428

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Keywords: Regression Analysis; Experimental Design; Simulation Models;

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  1. Cremers , P. & Belle, F. van & Kleijnen, J.P.C., 1985. "The power of weighted and ordinary least squares with estimated unequal variancesin experimental designs," Open Access publications from Tilburg University urn:nbn:nl:ui:12-369357, Tilburg University.
  2. Kleijnen, J.P.C. & Groenendaal, W.J.H. van, 1992. "Simulation: A statistical perspective," Open Access publications from Tilburg University urn:nbn:nl:ui:12-388278, Tilburg University.
  3. Burg , A.J. van den & Ham, R.Th. van der & Kleijnen, J.P.C., 1979. "Generalization of simulation results: Practicality of statistical methods," Open Access publications from Tilburg University urn:nbn:nl:ui:12-369866, Tilburg University.
  4. Kleijnen, J.P.C., 1992. "Regression metamodels for simulation with common random numbers: Comparison of validation tests and confidence intervals," Open Access publications from Tilburg University urn:nbn:nl:ui:12-369802, Tilburg University.
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Cited by:
  1. Cheng, R.C.H. & Kleijnen, J.P.C., 1996. "Improved design of queuing simulation experiments with highly heteroscedastic responses," Discussion Paper 96.68, Tilburg University, Center for Economic Research.
  2. Moors, J.J.A. & Strijbosch, L.W.G., 2000. "Two-Step Sequential Sampling," Discussion Paper 2000-39, Tilburg University, Center for Economic Research.
  3. Kleijnen, J.P.C., 2006. "White Noise Assumptions Revisited: Regression Models and Statistical Designs for Simulation Practice," Discussion Paper 2006-50, Tilburg University, Center for Economic Research.
  4. Kleijnen, J.P.C., 1997. "Experimental Design for Sensitivity Analysis, Optimization and Validation of Simulation Models," Discussion Paper 1997-52, Tilburg University, Center for Economic Research.
  5. Kleijnen, Jack P. C. & van Beers, Wim C. M., 2005. "Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments," European Journal of Operational Research, Elsevier, vol. 165(3), pages 826-834, September.


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