REFERENCES

Box, GEP, W Hunter, and J Hunter. 2005. Statistics for Experimenters: An Introduction to Design, Data Analysis, and Model Building. Wiley.

Bradley, R, and M Terry. 1952. “Rank Analysis of Incomplete Block Designs: I. The Method of Paired Comparisons.” Biometrika 39 (3/4): 324–45.

Friedman, J. 1991. “Multivariate Adaptive Regression Splines.” The Annals of Statistics 19 (1): 1–141.

Geladi, P., and B Kowalski. 1986. “Partial Least-Squares Regression: A Tutorial.” Analytica Chimica Acta 185: 1–17.

Hill, A, P LaPan, Y Li, and S Haney. 2007. “Impact of Image Segmentation on High-Content Screening Data Quality for SK-BR-3 Cells.” BMC Bioinformatics 8 (1): 340.

Joseph, V, E Gul, and S Ba. 2015. “Maximum Projection Designs for Computer Experiments.” Biometrika 102 (2): 371–80.

Krueger, T, D Panknin, and M Braun. 2015. “Fast Cross-Validation via Sequential Testing.” Journal of Machine Learning Research 16 (33): 1103–55.

Kuhn, Max. 2014. “Futility Analysis in the Cross-Validation of Machine Learning Models.” http://arxiv.org/abs/1405.6974.

Kuhn, M, and K Johnson. 2013. Applied Predictive Modeling. Springer.

Maron, O, and A Moore. 1994. “Hoeffding Races: Accelerating Model Selection Search for Classification and Function Approximation.” In Advances in Neural Information Processing Systems, 59–66.

McKay, M, R Beckman, and W Conover. 1979. “A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code.” Technometrics 21 (2): 239–45.

Santner, T, B Williams, W Notz, and B Williams. 2003. The Design and Analysis of Computer Experiments. Springer.

Shewry, M, and H Wynn. 1987. “Maximum Entropy Sampling.” Journal of Applied Statistics 14 (2): 165–70.

Yeo, I-K, and R Johnson. 2000. “A New Family of Power Transformations to Improve Normality or Symmetry.” Biometrika 87 (4): 954–59.