Search Results for author: Min-Qian Liu

Found 2 papers, 0 papers with code

An Efficient Quasi-Random Sampling for Copulas

no code implementations8 Mar 2024 Sumin Wang, Chenxian Huang, Yongdao Zhou, Min-Qian Liu

This paper examines an efficient method for quasi-random sampling of copulas in Monte Carlo computations.

Management

Fast Approximation of the Shapley Values Based on Order-of-Addition Experimental Designs

no code implementations16 Sep 2023 Liuqing Yang, Yongdao Zhou, Haoda Fu, Min-Qian Liu, Wei Zheng

Specifically, in a $d$-player coalition game, calculating a Shapley value requires the evaluation of $d!$ or $2^d$ marginal contribution values, depending on whether we are taking the permutation or combination formulation of the Shapley value.

Econometrics Interpretable Machine Learning +1

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