Train poisson regresion models — trainPoissonModels • PlasmodeSimulation

Trains poisson regression models

Usage

trainPoissonModels(
  connectionDetails,
  cdmDatabaseSchema,
  exposureDatabaseSchema,
  exposureTable,
  outcomeDatabaseSchema,
  outcomeTable,
  outcomeIds,
  covariateSettings,
  saveDir,
  ...
)

Arguments

connectionDetails: The connection details to the database. Should be an object of type createConnectionDetails.
cdmDatabaseSchema: The database schema where the cdm database is stored.
exposureDatabaseSchema: The database schema where table with the exposure cohorts are stored.
exposureTable: The table where the exposure cohorts are stored.
outcomeDatabaseSchema: The database schema where table with the outcome cohorts are stored.
outcomeTable: The table where the outcome cohorts are stored.
outcomeIds: The cohort definition ids of the outcome cohorts.
covariateSettings: The covariates that will be used for fitting the poisson regression models. An object of type covariateSettings, generated with createCovariateSettings.
saveDir: The directory where the models will be stored
...: Additional parameters passed to fitCyclopsModel