91 citations · 386 across the 54 of their papers we have counts for
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Modern Statistical Methods in Oceanography: A Hierarchical Perspective
Christopher K. Wikle, Ralph F. Milliff, Radu Herbei +1
Processes in ocean physics, air-sea interaction and ocean biogeochemistry span enormous ranges in spatial and temporal scales, that is, from molecular to planetary and from seconds…
Small Area Estimation via Multivariate Fay-Herriot Models with Latent Spatial Dependence
Aaron T. Porter, Christopher K. Wikle, Scott H. Holan
The Fay-Herriot model is a standard model for direct survey estimators in which the true quantity of interest, the superpopulation mean, is latent and its estimation is improved th…
Spatial Fay-Herriot Models for Small Area Estimation with Functional Covariates
Aaron T. Porter, Scott H. Holan, Christopher K. Wikle +1
The Fay-Herriot (FH) model is widely used in small area estimation and uses auxiliary information to reduce estimation variance at undersampled locations. We extend the type of cov…