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Description
The risk factor analysis will have the following modifications:
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Addition of min standardized mean difference input - this will mean only risk factors with a standardized mean difference >= min standardized mean difference input will be output. This should significantly reduce the number of rows returned by risk factor analysis.
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Risk factor analysis will run in three modes (Efficient, CohortIncidence and PatientLevelPrediction). The mode is a global input. The efficient mode will compare target vs cases this can be run very efficiently. The CohortIncidence and PatientLevelPrediction will compare non-case vs case but have different logic for who is considered a non-case based on exclusions done in the CohortIncidence and PatientLevelPrediction R packages. This will enable users to priorities speed (Efficient mode) or ensure case counts match other analyses (CohortIncidence and PatientLevelPrediction).