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Add health insurance premiums to local area calibration #472

@baogorek

Description

@baogorek

Summary

Add support for health_insurance_premiums_without_medicare_part_b as a calibration target in the local area geo-stacking workflow.

Details

  • This is a person-level variable that needs to be aggregated to household level for calibration
  • The existing sparse_matrix_builder.py already supports this through PolicyEngine's map_to="household" parameter
  • Added runner script build_calibration_matrix.py for building calibration matrices with SNAP + health insurance targets
  • Added test coverage in test_sparse_matrix_builder.py

Changes

  • build_calibration_matrix.py: Runner script for building X_sparse matrix and target vector
  • test_sparse_matrix_builder.py: Tests for person-level aggregation and combined targets
  • changelog_entry.yaml: Updated with new feature

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