?. C. Anderson, The End of Theory: The Data Deluge Makes the Scientific Method Obsolete, 2008.

?. L. Bottou, Counterfactual Reasoning and Learning Systems: The Example of Computational Advertising, Journal of Machine Learning Research, vol.14, pp.3207-3260, 2013.

?. L. Breiman, Statistical Modeling: The Two Cultures, Statistical Science, vol.16, pp.199-231, 2001.

?. P. Bühlmann, Causal statistical inference in high dimensions, Mathematical Methods of Operations Research, vol.77, pp.357-370, 2013.

?. D. Donoho, 50 years of Data Science, Tukey Centennial workshop, 2015.

?. L. Fabbris, Measures of regressor importance in multiple regression: an additional suggestion, Qual Quant, vol.4, pp.787-792, 1980.

?. U. Grömping, Variable importance in regression models, WIREs Comput Stat, vol.7, pp.137-152, 2015.

?. Y. Lecun, Y. Bengio, and G. Hinton, Deep Learning, vol.521, pp.436-444, 2015.

?. A. Saltelli, . Saltelli, E. M. Chan, . Scott, ?. G. Wiley et al., Models for Understanding versus Models for Prediction, Compstat Proceedings, pp.315-322, 2000.

?. V. Vapnik, Estimation of Dependences Based on Empirical Data, 2006.

?. H. Varian, Big Data: New Tricks for Econometrics, Journal of Economic Perspectives, vol.28, pp.3-28, 2014.

?. H. Wallard, Using Explained Variance Allocation to analyse Importance of Predictors, 16 th ASMDA conference proceedings, pp.1043-1054, 2015.