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DESCRIPTION
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DESCRIPTION
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Package: PatientLevelPrediction
Type: Package
Title: Package for patient level prediction using data in the OMOP Common Data Model
Version: 0.0.2
Date: 2015-06-27
Author: Martijn J. Schuemie [aut, cre],
Marc A. Suchard [aut],
Patrick B. Ryan [aut]
Maintainer: Martijn J. Schuemie <[email protected]>
Description: A package for creating patient level prediction models. Given a cohort of interest and an outcome of interest, the package can use data in the Common Data Model to build a large set of features. These features can then be used by the Cyclops package to fit a predictive model. Also included are function for evaluating the predictive models.
License: Apache License 2.0
Depends:
R (>= 3.1.0),
DatabaseConnector (>= 1.1.2),
Cyclops (>= 1.0.0)
Imports:
ggplot2,
bit,
ff,
ffbase (>= 0.12.1),
plyr,
survAUC,
Rcpp (>= 0.11.2),
RJDBC,
SqlRender (>= 1.1.0),
survival
Suggests:
testthat,
pROC,
gnm,
knitr,
rmarkdown,
OhdsiRTools
LinkingTo: Rcpp
NeedsCompilation: yes