Article(electronic)#12023
Causal Models for Longitudinal and Panel Data: A Survey
In: NBER Working Paper No. w31942
Search results
Filter
5 results
Sort by:
Checking availability at your location
This article is also available at your library: |
electronic
print
SSRN
Article(electronic)#22021
Double-Robust Identification for Causal Panel Data Models
In: NBER Working Paper No. w28364
Checking availability at your location
This article is also available at your library: |
electronic
print
SSRN
Working paper
Article(electronic)#32018
The Role of the Propensity Score in Fixed Effect Models
In: NBER Working Paper No. w24814
Checking availability at your location
This article is also available at your library: |
electronic
print
SSRN
Working paper
Article(electronic)#4December 1, 2021
Synthetic Difference-in-Differences
In: American economic review, Volume 111, Issue 12, p. 4088-4118
ISSN: 1944-7981
We present a new estimator for causal effects with panel data that builds on insights behind the widely used difference-in-differences and synthetic control methods. Relative to these methods we find, both theoretically and empirically, that this "synthetic difference-in-differences" estimator has desirable robustness properties, and that it performs well in settings where the conventional estimators are commonly used in practice. We study the asymptotic behavior of the estimator when the systematic part of the outcome model includes latent unit factors interacted with latent time factors, and we present conditions for consistency and asymptotic normality. (JEL C23, H25, H71, I18, L66)
Checking availability at your location
This article is also available at your library: |
electronic
print
Checking availability at your location
This article is also available at your library: |
electronic
print
SSRN