第一作者:
Mark J,van der Laan
第一单位:
University of California - Berkeley, CA, USA.
作者:
关键词
causal effectcausal graphcensored datacollaborative double robustcross-validationdouble robustdynamic treatment regimensefficient influence curveestimating functionestimator selectionlocally efficientloss functionmarginal structural models for dynamic treatmentsmaximum likelihood estimationmodel selectionpath-wise derivativerandomized controlled trialssievesuper-learningtargeted maximum likelihood estimation
主题词
算法(Algorithms);抗逆转录病毒药(Anti-Retroviral Agents);CD4淋巴细胞计数(CD4 Lymphocyte Count);因果律(Causality);计算机模拟(Computer Simulation);HIV感染(HIV Infections);纵向研究(Longitudinal Studies);模型, 统计学(Models, Statistical);概率(Probability);随机对照试验(主题)(Randomized Controlled Trials as Topic);研究设计(Research Design);存活率分析(Survival Analysis);时间因素(Time Factors);治疗结果(Treatment Outcome)
DOI
10.2202/1557-4679.1241
PMID
21731531
发布时间
2022-03-11
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