Generating Features for a Cohort
Aggregate covariate data
Compute standardized difference of mean for all covariates.
Convert prespecified covariate settings into detailed covariate settin...
Covariate Data
Create detailed covariate settings
Create cohort attribute covariate settings
Create settings for covariates based on other cohorts
Create settings for temporal covariates based on other cohorts
Create covariate settings
Create default covariate settings
Create default covariate settings
Create detailed covariate settings
Create detailed temporal covariate settings
Creates an empty covariate data object
Create a table 1
Create covariate settings for a table 1
Create covariate settings
Create covariate settings
Get covariate settings
Get covariate information from the database
FeatureExtraction: Generating Features for a Cohort
Filter covariates by cohort definition IDs
Filter covariates by row ID
Getcovariate information from the database through the cohort_attribut...
Get covariate information from the database based on other cohorts
Get covariate information from the database
Get default covariate information from the database
Get the default table 1 specifications
Check whether covariate data is aggregated
Check whether an object is a CovariateData object
Check whether covariate data is temporal
Load the covariate data from a folder
Utility function to set the cohort table & schema on createCohortBased...
Save the covariate data to folder
Tidy covariate data
An R interface for generating features for a cohort using data in the Common Data Model. Features can be constructed using default or custom made feature definitions. Furthermore it's possible to aggregate features and get the summary statistics.
Useful links