Publications [#380187] of Peter D. Hoff
Papers Published
- Hoff, PD. "Bilinear mixed-effects models for dyadic data." Journal of the American Statistical Association 100.469 (March, 2005): 286-295. [doi]
(last updated on 2026/01/13)Abstract:
This article discusses the use of a symmetric multiplicative interaction effect to capture certain types of third-order dependence patterns often present in social networks and other dyadic datasets. Such an effect, along with standard linear fixed and random effects, is incorporated into a generalized linear model, and a Markov chain Monte Carlo algorithm is provided for Bayesian estimation and inference. In an example analysis of international relations data, accounting for such patterns improves model fit and predictive performance. © 2005 American Statistical Association.