In equation 12, you argue that you can calculate the conditional expectation term by simply calculating the function value using the actual instance values of the features in set S, and the expected ...

First, thanks for this great package! I'd like to mention a recent paper which describes a conceptual critique of an aspect of the SHAP package, and to get your opinion on the matter. In Feature ...

Abstract: Consider the problem of estimating the expectation of a non linear function of a conditional expectation. This function is allowed to be non-differentiable and discontinuous at a finite set ...

A double forecasting model based on conditional expectation was proposed through probability distribution of demand of automobile loan. The demand of automobile loan is the sum of all compound ...

Department of Statistics, Sardar Patel University, Anand, India. Several characterizations of power function distribution have been made notably by Fisz [1], Basu [2], Govindarajulu [3] and Dallas [4] ...

A generalization of Sliced Inverse Regression to functional regressors was introduced by Ferré and Yao (2003). Here we first address the issue of the identifiability of the Effective Dimension ...

An approach combining saddlepoint approximation and importance resampling is developed for approximating the bootstrap distribution of a statistic which is a smooth function of sample means. The idea ...