IDEAS home Printed from https://ideas.repec.org/a/bla/jorssb/v69y2007i4p701-713.html
   My bibliography  Save this article

Continuous time modelling of dynamical spatial lattice data observed at sparsely distributed times

Author

Listed:
  • Jakob G. Rasmussen
  • Jesper Møller
  • Brian H. Aukema
  • Kenneth F. Raffa
  • Jun Zhu

Abstract

Summary. We consider statistical and computational aspects of simulation‐based Bayesian inference for a spatial–temporal model based on a multivariate point process which is only observed at sparsely distributed times. The point processes are indexed by the sites of a spatial lattice, and they exhibit spatial interaction. For specificity we consider a particular dynamical spatial lattice data set which has previously been analysed by a discrete time model involving unknown normalizing constants. We discuss the advantages and disadvantages of using continuous time processes compared with discrete time processes in the setting of the present paper as well as other spatial–temporal situations.

Suggested Citation

  • Jakob G. Rasmussen & Jesper Møller & Brian H. Aukema & Kenneth F. Raffa & Jun Zhu, 2007. "Continuous time modelling of dynamical spatial lattice data observed at sparsely distributed times," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 69(4), pages 701-713, September.
    • Handle: RePEc:bla:jorssb:v:69:y:2007:i:4:p:701-713
    DOI: 10.1111/j.1467-9868.2007.00608.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1467-9868.2007.00608.x
    Download Restriction: no
    File URL: https://libkey.io/10.1111/j.1467-9868.2007.00608.x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jesper Møller & Rasmus P. Waagepetersen, 2007. "Modern Statistics for Spatial Point Processes," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 34(4), pages 643-684, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:jorssb:v:69:y:2007:i:4:p:701-713. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/rssssea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.