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Augmented Weighted Estimators Dealing with Practical Positivity Violation to Causal inferences in a Random Coefficient Model |
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| Authors: | Wang Mary Ying-Fang Tuss Paul Qi Lihong |
| Institution: | 1.California State University, Center for Teacher Quality, 6000 J Street, Modoc Hall 2003, Sacramento, CA, 95819, USA ;2.California State University, Educator Quality Center, 6000 J Street, Modoc Hall 2003, Sacramento, CA, 95819, USA ;3.Division of Biostatistics, Department of Public Health Sciences, School of Medicine, University of California, Davis, Davis, CA, 95616, USA ; |
| Abstract: | Psychometrika - The inverse probability of treatment weighted (IPTW) estimator can be used to make causal inferences under two assumptions: (1) no unobserved confounders (ignorability) and (2)... |
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