SelfControlledCaseSeries

SelfControlledCaseSeries-package

Execute the self-controlled case series (SCCS) design using observational data in the OMOP Common Data Model. Extracts all necessary data from the database and transforms it to the format required for SCCS. Age and season can be modeled using splines assuming constant hazard within calendar months. Event-dependent censoring of the observation period can be corrected for. Many exposures can be included at once (MSCCS), with regularization on all coefficients except for the exposure of interest. Includes diagnostics for all major assumptions of the SCCS.

internal

Execute the self-controlled case series (SCCS) design using observational
data in the OMOP Common Data Model. Extracts all necessary data from the database and
transforms it to the format required for SCCS. Age and season can be modeled
using splines assuming constant hazard within calendar months. Event-dependent
censoring of the observation period can be corrected for. Many exposures can be
included at once (MSCCS), with regularization on all coefficients except for the
exposure of interest. Includes diagnostics for all major assumptions of the SCCS.

Martijn Schuemie

Self-Controlled Case Series

Patrick Ryan

Trevor Shaddox

Marc Suchard

SelfControlledCaseSeries-package function

Maintainer: Martijn Schuemie <a href="/link/schuemie%40ohdsi.org?package=SelfControlledCaseSeries&version=6.0.0" data-mini-rdoc="SelfControlledCaseSeries::schuemie@ohdsi.org">schuemie@ohdsi.org</a>
Authors:<ul>
<li>Patrick Ryan</li>
<li>Trevor Shaddox</li>
<li>Marc Suchard</li>
</ul>

Author

SelfControlledCaseSeries: Self-Controlled Case Series — SelfControlledCaseSeries-package

Maintainer: Martijn Schuemie <a href='mailto:schuemie@ohdsi.org'>schuemie@ohdsi.org</a>
Authors:<ul>
<li>Patrick Ryan</li>
<li>Trevor Shaddox</li>
<li>Marc Suchard</li>
</ul>

SelfControlledCaseSeries-package: SelfControlledCaseSeries: Self-Controlled Case Series

Description

Arguments

Author

See Also