runCohortDiagnostics: Execute the cohort diagnostics

Description Usage Arguments Details

View source: R/CohortDiagnostics.R

Description

Execute the cohort diagnostics

Usage

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runCohortDiagnostics(
  connectionDetails,
  cdmDatabaseSchema,
  cohortDatabaseSchema = cdmDatabaseSchema,
  cohortTable = "cohort",
  oracleTempSchema = cohortDatabaseSchema,
  outputFolder,
  databaseId = "Unknown",
  databaseName = "Unknown",
  databaseDescription = "Unknown",
  createCohorts = TRUE,
  runInclusionStatistics = TRUE,
  runIncludedSourceConcepts = TRUE,
  runOrphanConcepts = TRUE,
  runTimeDistributions = TRUE,
  runBreakdownIndexEvents = TRUE,
  runIncidenceRates = TRUE,
  runCohortOverlap = TRUE,
  runCohortCharacterization = TRUE,
  minCellCount = 5
)

Arguments

connectionDetails

An object of type connectionDetails as created using the createConnectionDetails function in the DatabaseConnector package.

cdmDatabaseSchema

Schema name where your patient-level data in OMOP CDM format resides. Note that for SQL Server, this should include both the database and schema name, for example 'cdm_data.dbo'.

cohortDatabaseSchema

Schema name where intermediate data can be stored. You will need to have write priviliges in this schema. Note that for SQL Server, this should include both the database and schema name, for example 'cdm_data.dbo'.

cohortTable

The name of the table that will be created in the work database schema. This table will hold the exposure and outcome cohorts used in this study.

oracleTempSchema

Should be used in Oracle to specify a schema where the user has write priviliges for storing temporary tables.

outputFolder

Name of local folder to place results; make sure to use forward slashes (/). Do not use a folder on a network drive since this greatly impacts performance.

databaseId

A short string for identifying the database (e.g. 'Synpuf').

databaseName

The full name of the database (e.g. 'Medicare Claims Synthetic Public Use Files (SynPUFs)').

databaseDescription

A short description (several sentences) of the database.

createCohorts

Create the cohortTable table with the exposure and outcome cohorts?

runInclusionStatistics

Generate and export statistic on the cohort incusion rules?

runIncludedSourceConcepts

Generate and export the source concepts included in the cohorts?

runOrphanConcepts

Generate and export potential orphan concepts?

runTimeDistributions

Generate and export cohort time distributions?

runBreakdownIndexEvents

Generate and export the breakdown of index events?

runIncidenceRates

Generate and export the cohort incidence rates?

runCohortOverlap

Generate and export the cohort overlap?

runCohortCharacterization

Generate and export the cohort characterization?

minCellCount

The minimum number of subjects contributing to a count before it can be included in packaged results.

Details

This function executes the cohort diagnostics.


hms1/traliDiagnosticsPackage documentation built on June 5, 2020, 12:33 a.m.