『プロファイル機能』では、以下のソースが参照されています。
Box, G. E. P., and Draper, N. R. (1987). Empirical Model–Building and Response Surfaces. New York: John Wiley & Sons.
Box, G. E. P., and Draper, N. R. (2007). Response Surfaces, Mixtures, and Ridge Analyses. 2nd ed. New York: John Wiley & Sons.
Cornell, J. A. (1990). Experiments with Mixtures. 2nd ed. New York: John Wiley & Sons.
Derringer, G., and Suich, R. (1980). “Simultaneous Optimization of Several Response Variables.” Journal of Quality Technology 12.4:214–219.
Hastie, T., Tibshirani, R., and Friedman, J. H. (2009). The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 2nd ed. New York: Springer-Verlag.
Lundberg, S. M. (2018). Permutation Explainer [GitHub]. Retrieved from https://shap.readthedocs.io/en/latest/example_notebooks/api_examples/explainers/Permutation.html
Lundberg, S. M., and Lee, S. I. (2017). “A unified approach to interpreting model predictions.” Advances in neural information processing systems, 30.
Saltelli, A. (2002). “Making best use of model evaluations to compute sensitivity indices.” Computer Physics Communications 145:280–297.
Schafer, J., and Strimmer, K. (2005). “A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics.” Statistical Applications in Genetics and Molecular Biology 4:1–30.
Shapley, L. S. (2016). Contributions to the Theory of Games (AM-28), Volume II. Chapter 17 “A Value for n-Person Games”. Princeton University Press.
Sobol, I. M. (1993). “Sensitivity Estimates for Nonlinear Mathematical Models.” MMCE 1.4:407–414.