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Space-time modeling of vertical ozone profiles

Publication ,  Journal Article
Lee, J; Berger, JO
Published in: Environmetrics
September 1, 2003

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.

Duke Scholars

Published In

Environmetrics

DOI

ISSN

1180-4009

Publication Date

September 1, 2003

Volume

14

Issue

6

Start / End Page

617 / 639

Related Subject Headings

  • Statistics & Probability
  • 49 Mathematical sciences
  • 41 Environmental sciences
  • 05 Environmental Sciences
  • 01 Mathematical Sciences
 

Citation

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Lee, J., & Berger, J. O. (2003). Space-time modeling of vertical ozone profiles. Environmetrics, 14(6), 617–639. https://doi.org/10.1002/env.608
Lee, J., and J. O. Berger. “Space-time modeling of vertical ozone profiles.” Environmetrics 14, no. 6 (September 1, 2003): 617–39. https://doi.org/10.1002/env.608.
Lee J, Berger JO. Space-time modeling of vertical ozone profiles. Environmetrics. 2003 Sep 1;14(6):617–39.
Lee, J., and J. O. Berger. “Space-time modeling of vertical ozone profiles.” Environmetrics, vol. 14, no. 6, Sept. 2003, pp. 617–39. Scopus, doi:10.1002/env.608.
Lee J, Berger JO. Space-time modeling of vertical ozone profiles. Environmetrics. 2003 Sep 1;14(6):617–639.
Journal cover image

Published In

Environmetrics

DOI

ISSN

1180-4009

Publication Date

September 1, 2003

Volume

14

Issue

6

Start / End Page

617 / 639

Related Subject Headings

  • Statistics & Probability
  • 49 Mathematical sciences
  • 41 Environmental sciences
  • 05 Environmental Sciences
  • 01 Mathematical Sciences