Dynamic Network Analysis via Diffusion Multipliers

TY - UNPB

T1 - Dynamic Network Analysis via Diffusion Multipliers

AU - Shin, Yongcheol

AU - Thornton, Michael Alan

PY - 2021/9

Y1 - 2021/9

N2 - We develop new methods to understand the impact of shocks or policy interventions across a dynamic network, allowing the data to speak about the connectedness of nodes through the system diffusion multipliers. These are derived from a set of unusually heterogeneous spatial/temporal parameters, for which we show that estimates consistent at the required parametric rate can be easily found. Our techniques are applied to a novel dataset of civilian casualties due to armed violence in post-invasion Iraq, where we find evidence consistent with the use of violence as a means to maintain influence in the nascent political institutions as well in reprisal for past acts.

AB - We develop new methods to understand the impact of shocks or policy interventions across a dynamic network, allowing the data to speak about the connectedness of nodes through the system diffusion multipliers. These are derived from a set of unusually heterogeneous spatial/temporal parameters, for which we show that estimates consistent at the required parametric rate can be easily found. Our techniques are applied to a novel dataset of civilian casualties due to armed violence in post-invasion Iraq, where we find evidence consistent with the use of violence as a means to maintain influence in the nascent political institutions as well in reprisal for past acts.

M3 - Preprint

BT - Dynamic Network Analysis via Diffusion Multipliers

ER -