1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ME2022★ 1 cited
Estimating network-mediated causal effects via principal components network regression
Alex Hayes, Mark M. Fredrickson, Keith Levin
We develop a method to decompose causal effects on a social network into an indirect effect mediated by the network, and a direct effect independent of the social network. To handl…
stat.ME2012
Reasoning about Interference Between Units
Jake Bowers, Mark Fredrickson, Costas Panagopoulos
If an experimental treatment is experienced by both treated and control group units, tests of hypotheses about causal effects may be difficult to conceptualize let alone execute. I…