IDEAS home Printed from https://ideas.repec.org/c/boc/bocode/s457691.html
 

POWERSIM: Stata module for simulation-based power analysis for linear and generalized linear models

Author

Listed:
  • Joerg Luedicke

    (University of Florida)

Programming Language

Stata

Abstract

powersim exploits the flexibility of a simulation-based approach to the analysis of statistical power by providing a facility for automated power simulations in the context of linear and generalized linear regression models. The package supports a wide variety of uni- and multivariate covariate distributions and all family and link choices that are implemented in Stata's glm command (as of version 13). powersim simulates statistical power with respect to a specified data generating model in a point null hypothesis significance testing framework, but can also be used for quickly generating synthetic datasets or for performing simple Monte Carlo experiments in a regression context. An introductory tutorial is included in the package.

Suggested Citation

  • Joerg Luedicke, 2013. "POWERSIM: Stata module for simulation-based power analysis for linear and generalized linear models," Statistical Software Components S457691, Boston College Department of Economics.
    • Handle: RePEc:boc:bocode:s457691
    Note: This module should be installed from within Stata by typing "ssc install powersim". The module is made available under terms of the GPL v3 (https://www.gnu.org/licenses/gpl-3.0.txt). Windows users should not attempt to download these files with a web browser.
    as

    Download full text from publisher

    File URL: http://fmwww.bc.edu/repec/bocode/p/powersim.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/p/powersim.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/p/powersimplot.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/p/powersimplot.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/p/powersim_tutorial.pdf
    File Function: documentation
    Download Restriction: no
    ---><---

    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:boc:bocode:s457691. 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: Christopher F Baum (email available below). General contact details of provider: https://edirc.repec.org/data/debocus.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.