Skip to content

feat: p-values for all correlation metrics in data relations module #52

@jfsantos-ds

Description

@jfsantos-ds

Description of the feature

  • Add p-value estimation to all correlation tests used in data relations module
  • Use significance values to control the logic of some of the tests in data relations

Acceptance criterias (if applicable)

  • All relevant tests (collider bias, confounder bias and feature importance) store data quality warnings only if the assumed correlations are found significant, according to the provided threshold

Metadata

Metadata

Assignees

No one assigned

    Labels

    featureA new featurerigour of methodsChanges to improve the scientific rigor of data quality warnings

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions