Spatial generalized linear mixed models of electric power outages due to hurricanes and ice storms

@article{Liu2008SpatialGL,
  title={Spatial generalized linear mixed models of electric power outages due to hurricanes and ice storms},
  author={Haibin Liu and Rachel A. Davidson and Tatiyana V. Apanasovich},
  journal={Rel. Eng. & Sys. Safety},
  year={2008},
  volume={93},
  pages={897-912}
}
This paper presents new statistical models that predict the number of hurricaneand ice storm-related electric power outages likely to occur in each 3 km 3 km grid cell in a region. The models are based on a large database of recent outages experienced by three major East Coast power companies in six hurricanes and eight ice storms. A spatial generalized linear mixed modeling (GLMM) approach was used in which spatial correlation is incorporated through random effects. Models were fitted using a… CONTINUE READING
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