Fetching the paper…

Reading the bibliography…

2020

Entropy Balancing for Continuous Treatments

Tübbicke, Stefan

Original
PDF
Post on X

Understand

This paper introduces entropy balancing for continuous treatments (EBCT) by extending the original entropy balancing methodology of Hainm\"uller (2012).

In order to estimate balancing weights, the proposed approach solves a globally convex constrained optimization problem.
EBCT weights reliably eradicate Pearson correlations between covariates and the continuous treatment variable.
This is the case even when other methods based on the generalized propensity score tend to yield insufficient balance due to strong selection into different treatment intensities.

Entropy Balancing for Continuous Treatments · Around

Built on

Roy, A. D
1951
Earlier work this paper cites.
Horvitz, D. G
1952
Earlier work this paper cites.
Kullback, S
1959
Earlier work this paper cites.
Rubin, D
1974
Earlier work this paper cites.
Rosenbaum, P
1983
Earlier work this paper cites.
Heckman, J. J
1985
Earlier work this paper cites.
Efron, B
1986
Earlier work this paper cites.
Robins, J. M
1995
Earlier work this paper cites.
Angrist, J. D
1996
Earlier work this paper cites.
Imbens, G. W
2000
Earlier work this paper cites.
Robins, J
2000
Earlier work this paper cites.

Similar

Lechner, M
2001
Cited alongside, same era.
Johnson, E
2003
Cited alongside, same era.
Hirano, K
2004
Cited alongside, same era.
Imbens, G
2004
Cited alongside, same era.
Abadie, A
2005
Cited alongside, same era.
Mccaffrey, D
2005
Cited alongside, same era.
MacKinnon, J. G
2006
Cited alongside, same era.
Kang, J. D. Y
2007
Cited alongside, same era.

Then

Hainmueller, J
2012
Later among the works it cites.
Kluve, J
2012
Later among the works it cites.
Diamond, A
2013
Later among the works it cites.
Manski, C. F
2013
Later among the works it cites.
Naimi, A
2014
Later among the works it cites.
Mitze, T
2015
Later among the works it cites.
Austin, P
2018
Later among the works it cites.
Huffman, C
2018
Later among the works it cites.

Beyond the bibliography

alphaXiv searches the wider corpus for related work and actual follow-ups.

Open on alphaXiv

alphaXiv is searching for related work…

Crump, R

2009

Cited alongside, same era.

Becker, S. O

2012

Cited alongside, same era.

Flores, C. A

2012

Cited alongside, same era.

Austin, P. C

2019

Later among the works it cites.

Greifer, N

2020

Closest in time.