IDEAS home Printed from https://ideas.repec.org/p/ehl/lserod/118011.html
   My bibliography  Save this paper

Generation of all randomizations using circuits

Author

Listed:
  • Pesce, Elena
  • Rapallo, Fabio
  • Riccomagno, Eva
  • Wynn, Henry P.

Abstract

After a rich history in medicine, randomized control trials (RCTs), both simple and complex, are in increasing use in other areas, such as web-based A/B testing and planning and design of decisions. A main objective of RCTs is to be able to measure parameters, and contrasts in particular, while guarding against biases from hidden confounders. After careful definitions of classical entities such as contrasts, an algebraic method based on circuits is introduced which gives a wide choice of randomization schemes.

Suggested Citation

  • Pesce, Elena & Rapallo, Fabio & Riccomagno, Eva & Wynn, Henry P., 2022. "Generation of all randomizations using circuits," LSE Research Online Documents on Economics 118011, London School of Economics and Political Science, LSE Library.
    • Handle: RePEc:ehl:lserod:118011
    as

    Download full text from publisher

    File URL: http://eprints.lse.ac.uk/118011/
    File Function: Open access version.
    Download Restriction: no
    ---><---

    More about this item

    Keywords

    A/B testing; algebraic statistics and combinatorics; bias and confounders; big data; design of experiments; AAM requested;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General

    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:ehl:lserod:118011. 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: LSERO Manager (email available below). General contact details of provider: https://edirc.repec.org/data/lsepsuk.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.