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Stochastic Tree Search for Estimating Optimal Dynamic Treatment Regimes
Journal of the American Statistical Association ( IF 3.0 ) Pub Date : 2020-10-23 , DOI: 10.1080/01621459.2020.1819294 Yilun Sun 1 , Lu Wang 2
Journal of the American Statistical Association ( IF 3.0 ) Pub Date : 2020-10-23 , DOI: 10.1080/01621459.2020.1819294 Yilun Sun 1 , Lu Wang 2
Affiliation
A dynamic treatment regime (DTR) is a sequence of decision rules that adapt to the time-varying states of an individual. Black-box learning methods have shown great potential in predicting the opti...
中文翻译:
用于估计最佳动态处理方案的随机树搜索
动态治疗方案 (DTR) 是一系列适应个人时变状态的决策规则。黑盒学习方法在预测最优...
更新日期:2020-10-23
中文翻译:
用于估计最佳动态处理方案的随机树搜索
动态治疗方案 (DTR) 是一系列适应个人时变状态的决策规则。黑盒学习方法在预测最优...