Usage Arguments Details Author(s)
1 2 3 | drugEfficacyAnalysis(connectionDetails, cdmDatabaseSchema,
resultsDatabaseSchema, cid2Rm, outCome, cdmVersion, treatment, comparator,
numThread)
|
connectionDetails |
The connection details. |
cdmDatabaseSchema |
Name of CDM database schema. |
resultsDatabaseSchema |
Name of results database schema. |
cid2Rm |
Concept Ids to remove before matching. |
outCome |
Outcome Id of interest, for which the analysis need to be performed. |
cdmVersion |
Version of cdm, should be 5 only. |
treatment |
Name of treatment drug. |
comparator |
Name of comparator drug. |
numThread |
Number of threads. |
This function can be used to perform the drug efficacy analysis. Very briefly, this function a) obtain treatment and comparator cohorts from target schema b) perform patient-level propensity score matching c) perform cox-proportional hazard modeling of the given outcome. Please note this function can only performe analysis if there are > 150 patients in both treatment and comparator cohorts. Right now I've hard coded these values. May be in the future we'll see how to generalize this.
Rohit Vashisht
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