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An exact game-theoretic variable importance index for generalized additive models
Journal of Computational and Graphical Statistics ( IF 2.4 ) Pub Date : 2024-03-13 , DOI: 10.1080/10618600.2024.2327577
Amir Khorrami Chokami 1 , Giovanni Rabitti 2
Affiliation  

Generalized Additive Models (GAMs) are widely used in statistics. In this work, we aim to tackle the challenge of identifying the most influential variables in GAMs. To accomplish this, we introduc...

中文翻译:

广义加性模型的精确博弈论变量重要性指数

广义加性模型 (GAM) 广泛应用于统计学。在这项工作中,我们的目标是解决确定 GAM 中最有影响力的变量的挑战。为了实现这一目标,我们推出...
更新日期:2024-03-16
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