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This brief note documents the data generating processes used in the 2017 Data Analysis Challenge associated with the Atlantic Causal Inference Conference (ACIC).
Effects of early intervention on cognitive function of low birth weight preterm infants
J. Brooks-Gunn, F. R. Liaw, and P. K. Klebanov · 1992
Earlier work this paper cites.
Doubly robust estimation in missing data and causal inference models
H. Bang and J. M. Robins · 2005
Earlier work this paper cites.
Targeted maximum likelihood learning
M. J. Van Der Laan and D. Rubin · 2006
Cited alongside, same era.
Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition
V. Dorie, J. Hill, U. Shalit, M. Scott, D. Cervone, et al · 2019
Cited alongside, same era.
P. R. Hahn, J. S. Murray, and C. Carvalho · 2019
Closest in time.
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