IDEAS home Printed from https://ideas.repec.org/p/cte/wsrepe/ws035211.html
   My bibliography  Save this paper

Optimal random sampling designs in random field sampling

Author

Listed:
  • Rodríguez, José E.
  • Ávila, Fernando

Abstract

A Horvitz-Thompson predictor is proposed for spatial sampling when the characteristic of interest is modeled as a random field. Optimal sampling designs are deduced under this context. Fixed and variable sample size are considered.

Suggested Citation

  • Rodríguez, José E. & Ávila, Fernando, 2003. "Optimal random sampling designs in random field sampling," DES - Working Papers. Statistics and Econometrics. WS ws035211, Universidad Carlos III de Madrid. Departamento de Estadística.
    • Handle: RePEc:cte:wsrepe:ws035211
    as

    Download full text from publisher

    File URL: https://e-archivo.uc3m.es/rest/api/core/bitstreams/7a45ef25-3b20-4995-95fd-fbcd2c20cbaf/content
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Cordy, Clifford B., 1993. "An extension of the Horvitz--Thompson theorem to point sampling from a continuous universe," Statistics & Probability Letters, Elsevier, vol. 18(5), pages 353-362, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. B. L. Robertson & J. A. Brown & T. McDonald & P. Jaksons, 2013. "BAS: Balanced Acceptance Sampling of Natural Resources," Biometrics, The International Biometric Society, vol. 69(3), pages 776-784, September.
    2. Steen Magnussen & Johannes Breidenbach, 2020. "Retrieval of among-stand variances from one observation per stand," Journal of Forest Science, Czech Academy of Agricultural Sciences, vol. 66(4), pages 133-149.
    3. Janusz L. Wywiał, 2020. "Estimating the population mean using a continuous sampling design dependent on an auxiliary variable," Statistics in Transition New Series, Polish Statistical Association, vol. 21(5), pages 1-16, December.
    4. Wilmer Prentius & Anton Grafström, 2022. "Two‐phase adaptive cluster sampling with circular field plots," Environmetrics, John Wiley & Sons, Ltd., vol. 33(5), August.
    5. Wilhelm, Matthieu & Tillé, Yves & Qualité, Lionel, 2017. "Quasi-systematic sampling from a continuous population," Computational Statistics & Data Analysis, Elsevier, vol. 105(C), pages 11-23.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:cte:wsrepe:ws035211. 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.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with 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: Ana Poveda (email available below). General contact details of provider: http://portal.uc3m.es/portal/page/portal/dpto_estadistica .

    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.