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A Note on Non-parametric and Semi-parametric Modeling of Wildfire Hazard in Los Angeles County, California
Frederic P. Schoenberg, University of California, Los Angeles
Jamie Pompa
Chien-Hsun Chang, UCLA Department of Statistics
ABSTRACT: This paper explores the use of, and problems that arise in, kernel smoothing and parametric estimation of the relationships between wildfire incidence and various meteorological variables. Such relationships may be treated as components in separable point process models for wildfire activity. The resulting models can be used for comparative purposes in order to assess the predictive performance of the Burning Index.
SUGGESTED CITATION: Frederic P. Schoenberg, Jamie Pompa, and Chien-Hsun Chang,
"A Note on Non-parametric and Semi-parametric Modeling of Wildfire Hazard in Los Angeles County, California"
(January 29, 2007).
Department of Statistics, UCLA.
Department of Statistics Papers.
Paper 2007010109.
http://repositories.cdlib.org/uclastat/papers/2007010109
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