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Strong Consistency of MLE in Nonlinear Mixed-effects Models with Large Cluster Size
(Indian Statistical Institute, 2005)
The search for conditions for the consistency of maximum likelihood estimators in nonlinear
mixed effects models is difficult due to the fact that, in general, the likelihood can
only be expressed as an integral over the ...
Efficient Statistical Mapping of Avian Count Data
(Environmental and Ecological Statistics, 2005)
We develop a spatial modeling framework for count data that is efficient to implement in high-dimensional prediction problems. We consider spectral parameterizations for the spatially varying mean of the Poisson model. The ...
Population Influences on Tornado Reports in the United States
(Weather and Forecasting, 2005)
The number of tornadoes reported in the United States is believed to be less than the actual incidence of tornadoes, especially prior to the 1990s, because tornadoes may be undetectable by human witnesses in sparsely ...