Matches in SemOpenAlex for { <https://semopenalex.org/work/W4289125304> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W4289125304 abstract "This paper introduces a measure of diffusion of binary outcomes over a large, sparse network, when the diffusion is observed at the initial period and later at a second period. The measure captures the aggregated spillover effect of the state-switches in the initial period on their neighbors' outcomes in the second period. We introduce a causal network that captures the causal connections among the cross-sectional units over the two periods, and show that when the researcher's observed network contains the causal network as a subgraph, the measure of diffusion is identified as a simple, spatio-temporal dependence measure of observed outcomes. When the observed network does not satisfy this condition, but the spillover effect is nonnegative, the spatio-temporal dependence measure serves as a lower bound for the diffusion. Using this, we propose a confidence lower bound for diffusion and establish its asymptotic validity. Our Monte Carlo simulation studies demonstrate the finite sample stability of the inference across a range of network configurations. We apply the method to Indian village data to measure the diffusion of microfinancing decisions over social networks of households." @default.
- W4289125304 created "2022-08-01" @default.
- W4289125304 creator A5079731407 @default.
- W4289125304 creator A5082049172 @default.
- W4289125304 date "2018-12-10" @default.
- W4289125304 modified "2023-10-18" @default.
- W4289125304 title "Measuring Diffusion over a Large Network" @default.
- W4289125304 doi "https://doi.org/10.48550/arxiv.1812.04195" @default.
- W4289125304 hasPublicationYear "2018" @default.
- W4289125304 type Work @default.
- W4289125304 citedByCount "0" @default.
- W4289125304 crossrefType "posted-content" @default.
- W4289125304 hasAuthorship W4289125304A5079731407 @default.
- W4289125304 hasAuthorship W4289125304A5082049172 @default.
- W4289125304 hasBestOaLocation W42891253041 @default.
- W4289125304 hasConcept C105795698 @default.
- W4289125304 hasConcept C112972136 @default.
- W4289125304 hasConcept C119857082 @default.
- W4289125304 hasConcept C121332964 @default.
- W4289125304 hasConcept C121864883 @default.
- W4289125304 hasConcept C124101348 @default.
- W4289125304 hasConcept C134306372 @default.
- W4289125304 hasConcept C149782125 @default.
- W4289125304 hasConcept C154945302 @default.
- W4289125304 hasConcept C158600405 @default.
- W4289125304 hasConcept C162324750 @default.
- W4289125304 hasConcept C175444787 @default.
- W4289125304 hasConcept C2776214188 @default.
- W4289125304 hasConcept C2780009758 @default.
- W4289125304 hasConcept C33923547 @default.
- W4289125304 hasConcept C41008148 @default.
- W4289125304 hasConcept C48372109 @default.
- W4289125304 hasConcept C55527203 @default.
- W4289125304 hasConcept C69357855 @default.
- W4289125304 hasConcept C77553402 @default.
- W4289125304 hasConcept C94375191 @default.
- W4289125304 hasConcept C97355855 @default.
- W4289125304 hasConceptScore W4289125304C105795698 @default.
- W4289125304 hasConceptScore W4289125304C112972136 @default.
- W4289125304 hasConceptScore W4289125304C119857082 @default.
- W4289125304 hasConceptScore W4289125304C121332964 @default.
- W4289125304 hasConceptScore W4289125304C121864883 @default.
- W4289125304 hasConceptScore W4289125304C124101348 @default.
- W4289125304 hasConceptScore W4289125304C134306372 @default.
- W4289125304 hasConceptScore W4289125304C149782125 @default.
- W4289125304 hasConceptScore W4289125304C154945302 @default.
- W4289125304 hasConceptScore W4289125304C158600405 @default.
- W4289125304 hasConceptScore W4289125304C162324750 @default.
- W4289125304 hasConceptScore W4289125304C175444787 @default.
- W4289125304 hasConceptScore W4289125304C2776214188 @default.
- W4289125304 hasConceptScore W4289125304C2780009758 @default.
- W4289125304 hasConceptScore W4289125304C33923547 @default.
- W4289125304 hasConceptScore W4289125304C41008148 @default.
- W4289125304 hasConceptScore W4289125304C48372109 @default.
- W4289125304 hasConceptScore W4289125304C55527203 @default.
- W4289125304 hasConceptScore W4289125304C69357855 @default.
- W4289125304 hasConceptScore W4289125304C77553402 @default.
- W4289125304 hasConceptScore W4289125304C94375191 @default.
- W4289125304 hasConceptScore W4289125304C97355855 @default.
- W4289125304 hasLocation W42891253041 @default.
- W4289125304 hasOpenAccess W4289125304 @default.
- W4289125304 hasPrimaryLocation W42891253041 @default.
- W4289125304 hasRelatedWork W1966653595 @default.
- W4289125304 hasRelatedWork W1972348812 @default.
- W4289125304 hasRelatedWork W2029547856 @default.
- W4289125304 hasRelatedWork W2086314105 @default.
- W4289125304 hasRelatedWork W2138890790 @default.
- W4289125304 hasRelatedWork W2952938365 @default.
- W4289125304 hasRelatedWork W2983751918 @default.
- W4289125304 hasRelatedWork W3122973790 @default.
- W4289125304 hasRelatedWork W3125467936 @default.
- W4289125304 hasRelatedWork W337850482 @default.
- W4289125304 isParatext "false" @default.
- W4289125304 isRetracted "false" @default.
- W4289125304 workType "article" @default.