DOI: 10.1007/0-387-28014-6_14. Screening the Input Variables to a Computer Model Via Analysis of Variance and Visualization

Screening the Input Variables to a Computer Model Via Analysis of Variance and Visualization

10.1007/0-387-28014-6_14

Crossref book-chapter

Springer-Verlag

Screening (297)

Bibliography

Schonlau, M., & Welch, W. J. (n.d.). Screening the Input Variables to a Computer Model Via Analysis of Variance and Visualization. Screening, 308â327.

Authors 2

Matthias Schonlau (first)
William J. Welch (additional)

References 23 Referenced 35

Akaike, H. (1973). Information theory and an extension of the maximum likelihood principle. In Second International Symposium on Information Theory, pages 267–281. Akademia Kiadó, Budapest. / Second International Symposium on Information Theory by H. Akaike (1973)
Aslett, R., Buck, R.J., Duvall, S.G., Sacks, J., and Welch, W.J. (1998). Circuit optimization via sequential computer experiments: Design of an output buffer. Journal of the Royal Statistical Society, C, 47, 31–48. (10.1111/1467-9876.00096) / Journal of the Royal Statistical Society, C by R. Aslett (1998)
Bernardo, M.C., Buck, R., Liu, L., Nazaret, W.A., Sacks, J., and Welch, W.J. (1992). Integrated circuit design optimization using a sequential strategy. IEEE Transactions on Computer-Aided Design, 11, 361–372. (10.1109/43.124423) / IEEE Transactions on Computer-Aided Design by M.C. Bernardo (1992)
Bettonvil, B. and Kleijnen, J.P.C. (1996). Searching for important factors in simulation models with many factors: Sequential bifurcation. European Journal of Operational Research, 96, 180–194. (10.1016/S0377-2217(96)00156-7) / European Journal of Operational Research by B. Bettonvil (1996)
Chapman, W.L., Welch, W.J., Bowman, K.P., Sacks, J., and Walsh, J.E. (1994). Arctic sea ice variability: Model sensitivities and a multidecadal simulation. Journal of Geophysical Research C, 99, 919–935. (10.1029/93JC02564) / Journal of Geophysical Research C by W.L. Chapman (1994)
Currin, C., Mitchell, T., Morris, M., and Ylvisaker, D. (1991). Bayesian prediction of deterministic functions, with applications to the design and analysis of computer experiments. Journal of the American Statistical Association, 86, 953–963. (10.2307/2290511) / Journal of the American Statistical Association by C. Currin (1991)
Gough, W.A. and Welch, W.J. (1994). Parameter space exploration of an ocean general circulation model using an isopycnal mixing parameterization. Journal of Marine Research, 52, 773–796. (10.1357/0022240943076911) / Journal of Marine Research by W.A. Gough (1994)
Gu, C. and Wahba, G. (1993). Smoothing spline ANOVA with componentwise Bayesian “confidence intervals”. Journal of Computational and Graphical Statistics, 2, 97–117. (10.2307/1390957) / Journal of Computational and Graphical Statistics by C. Gu (1993)
Herbert, R.D. and Leeves, G.D. (1998). Troubles in Wonderland. Complexity International, 6. http://www.complexity.org.au/ci/vol06/herbert/herbert.html
Hoeffding, W. (1948). A class of statistics with asymptotically normal distribution. The Annals of Mathematical Statistics, 19, 293–325. (10.1214/aoms/1177730196) / The Annals of Mathematical Statistics by W. Hoeffding (1948)
Iman, R.L. and Conover, W.J. (1980). Small sample sensitivity analysis techniques for computer models, with an application to risk assessment. Communications in Statistics A—Theory and Methods, 9, 1749–1842. (10.1080/03610928008827996) / Communications in Statistics A—Theory and Methods by R.L. Iman (1980)
Jones, D.R., Schonlau, M., and Welch, W.J. (1998). Efficient global optimization of expensive black-box functions. Journal of Global Optimization, 13, 455–492. (10.1023/A:1008306431147) / Journal of Global Optimization by D.R. Jones (1998)
Koehler, J.R. and Owen, A.B. (1996). Computer experiments. In Handbook of Statistics, Volume 13. Editors: S. Ghosh and C.R. Rao. Elsevier, Amsterdam.
Lempert, R.J., Popper, S.W., and Bankes, S.C. (2003). Shaping the Next One Hundred Years: New Methods for Quantitative, Long-term Policy Analysis. RAND, Santa Monica, CA. http://www.rand.org/publications/MR/MR1626 (10.7249/MR1626) / Shaping the Next One Hundred Years: New Methods for Quantitative, Long-term Policy Analysis by R.J. Lempert (2003)
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. (10.2307/1268522) / Technometrics by M.D. McKay (1979)
Morris, M.D. (1991). Factorial sampling plans for preliminary computer experiments. Technometrics, 33, 161–174. (10.2307/1269043) / Technometrics by M.D. Morris (1991)
Mrawira, D., Welch, W.J., Schonlau, M., and Haas, R. (1999). Sensitivity analysis of computer models: World Bank HDM-III model. Journal of Transportation Engineering, 125, 421–428. (10.1061/(ASCE)0733-947X(1999)125:5(421)) / Journal of Transportation Engineering by D. Mrawira (1999)
R Development Core Team (2005). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna. http://www.R-project.org / R: A Language and Environment for Statistical Computing by R Development Core Team (2005)
Robert, C.P. and Casella, G. (2004). Monte Carlo Statistical Methods, second edition. Springer, New York. (10.1007/978-1-4757-4145-2) / Monte Carlo Statistical Methods by C.P. Robert (2004)
Sacks, J., Welch, W.J., Mitchell, T.J., and Wynn, H.P. (1989). Design and analysis of computer experiments (with discussion). Statistical Science, 4, 409–435. (10.1214/ss/1177012413) / Statistical Science by J. Sacks (1989)
Santner, T.J., Williams, B.J., and Notz, W.I. (2003). The Design and Analysis of Computer Experiments. Springer Verlag, New York. (10.1007/978-1-4757-3799-8) / The Design and Analysis of Computer Experiments by T.J. Santner (2003)
Schonlau, M. (1997). Computer experiments and global optmization. PhD thesis, University of Waterloo, Waterloo, Ontario. / Computer experiments and global optmization by M. Schonlau (1997)
Welch, W.J., Buck, R.J., Sacks, J., Wynn, H.P., Mitchell, T.J., and Morris, M.D. (1992). Screening, predicting, and computer experiments. Technometrics, 34, 15–25. (10.2307/1269548) / Technometrics by W.J. Welch (1992)

Dates

Type	When
Created	19 years, 1 month ago (July 27, 2006, 8:43 a.m.)
Deposited	4 years, 9 months ago (Nov. 17, 2020, 3:06 p.m.)
Indexed	4 months, 3 weeks ago (April 7, 2025, 3:03 a.m.)

Funders 0

None

BibTeX

@inbook{Schonlau, title={Screening the Input Variables to a Computer Model Via Analysis of Variance and Visualization}, ISBN={0387280138}, url={http://dx.doi.org/10.1007/0-387-28014-6_14}, DOI={10.1007/0-387-28014-6_14}, booktitle={Screening}, publisher={Springer-Verlag}, author={Schonlau, Matthias and Welch, William J.}, pages={308–327} }

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