From the 1 of 5 linked papers with an AI index.
5 papers
Higher-order Spillover Effects Under Partial Interference
Qixiang Xu, Laura Forastiere
The paper develops causal estimands and new Horvitz‑Thompson and Hajek estimators for spillover effects in networks under a generalized interference assumption that allows influenc…
Educational Intervention Re-Wires Social Interactions in Isolated Village Networks
Marios Papamichalis, Laura Forastiere, Edoardo M. Airoldi +1
Social networks shape behavior, disseminate information, and undergird collective action within communities. Consequently, they can be very valuable in the design of effective inte…
Inward and Outward Spillover Effects of One Unit's Treatment on Network Neighbors under Partial Interference
Fei Fang, Edoardo M Airoldi, Laura Forastiere
In settings where interference is present, direct effects are commonly defined as the average effect of a unit's treatment on their own outcome while fixing the treatment status or…
Identifying Key Influencers using an Egocentric Network-based Randomized Design
Zhibing He, Junhan Fan, Ashley Buchanan +2
Behavioral health interventions, such as trainings or incentives, are implemented in settings where individuals are interconnected, and the intervention assigned to some individual…
Selecting Subpopulations for Causal Inference in Regression Discontinuity Designs
Laura Forastiere, Alessandra Mattei, Julia M. Pescarini +2
The Brazil Bolsa Familia (BF) program is a conditional cash transfer program aimed to reduce short-term poverty by direct cash transfers and to fight long-term poverty by increasin…