Comment: Improved Local Efficiency and Double Robustness

For missing data and causal inference problems, Rubin and van der Laan (2008) proposed estimators to achieve so-called improved local efficiency. We show that their estimators agree with existing estimators in the case of linear models, point out that one particular version of their estimators is also doubly robust, and suggest an extension for where the propensity score is estimated.

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Year of publication:	2008
Authors:	Tan, Zhiqiang
Published in:	International Journal of Biostatistics. - Berkeley Electronic Press. - Vol. 4.2008, 1, p. 1109-1109
Publisher:	Berkeley Electronic Press
Subject:	causal inference \| double robustness \| local efficiency

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Extent:	application/pdf
Type of publication:	Article
Notes:	oai:bepress:ijb-1109
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10005246587