Efficient augmented inverse probability weighted estimation in missing data problems
When analyzing data with missing data, a commonly used method is the inverse probability weighting (IPW) method, which reweights estimating equations with propensity scores. The popularity of the IPW method is due to its simplicity. However, it is often being criticized for being inefficient because...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2017
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| Online Access: | https://ink.library.smu.edu.sg/soe_research/1732 https://ink.library.smu.edu.sg/context/soe_research/article/2731/viewcontent/Efficient_Augmented_Inverse_Probability_Weighted_Estimation_in_Missing_Data_Problems.pdf |
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| Institution: | Singapore Management University |
| Language: | English |