Publications [#257630] of James O. Berger
Papers Published
- Lee, J; Berger, JO. "Space-time modeling of vertical ozone profiles." Environmetrics 14.6 (September, 2003): 617-639. [doi]
(last updated on 2024/01/01)Abstract:
Ozonesondes collect data relevant to ozone level at various altitudes. Modeling these data involves a combination of spatial and temporal modeling. The spatial component can be conveniently modeled as a four component mixture of normal distributions. The (relatively few) parameters of this mixture can then be modeled in a time-dependent fashion, via a dynamic linear model. Computations are carried out via Markov chain Monte Carlo methods. Copyright © 2003 John Wiley & Sons, Ltd.