Imposing Moment Restrictions by Weighting

By Guido W. Imbens, J. Hellerstein. 1999

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Susan Athey
2. Stefan Wager
3. Guido W. Imbens
4. Nathan Kallus
5. Victor Chernozhukov
6. Ahmed M. Alaa
7. David A. Hirshberg
8. Xinkun Nie

Citations in the corpus

• Approximate residual balancing: debiased inference of average treatment effects in high dimensions (2016, methodology): “Our approximately balancing weights (5) are inspired by the recent literature on balancing weights (Chan et al., 2016; Deville and Särndal, 1992; Graham et al., 2012, 2016; Hainmueller, 2012; Hellerstein and Imbens, 1999; Hirano et al., 2001; Imai and Ratkovic, 2014; Zhao, 2016).”
• Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing (2016, background): “ Recently, there have been proposals to select weights γi by focusing on balance directly, rather than on fit of the propensity score [Deville and Sa¨rndal, 1992, Chan et al., 2015, Hainmueller, 2012, Hellerstein and Imbens, 1999, Imai and Ratkovic, 2014, Zhao, 2016, Zubizarreta, 2015]. This is a sub”