Ensure SparseMatrixBuilder is able to create a sparse matrix to calibrate ALL targets

[juaristi22]

The sparse matrix created by SparseMatrixBuilder has only been tested end-to-end for snap targets, while other targets remain untested or unimplemented.

Currently, the matrix being used to run calibration includes the following:

National Level (Groups 0-27)

Group	Variable	Targets	Status	Adressed
0	Alimony Expense	1	EXCLUDED
1	Alimony Income	1	EXCLUDED
2	Charitable Deduction	1	EXCLUDED
3	Child Support Expense	1	EXCLUDED
4	Child Support Received	1	EXCLUDED
5	EITC	1	EXCLUDED
6	Health Insurance Premiums (w/o Medicare Part B)	1	INCLUDED	YES
7	Income Tax	1	INCLUDED
8	Interest Deduction	1	EXCLUDED
9	Medicaid	1	INCLUDED	YES
10	Medical Expense Deduction	1	EXCLUDED
11	Medicare Part B Premiums	1	INCLUDED	YES
12	Net Worth	1	EXCLUDED
13	Other Medical Expenses	1	INCLUDED	YES
14	Over The Counter Health Expenses	1	INCLUDED	YES
15	Person Count	3	EXCLUDED
16	Qualified Business Income Deduction	1	INCLUDED
17	Real Estate Taxes	1	EXCLUDED
18	Rent	1	EXCLUDED
19	SALT Deduction	1	INCLUDED	YES
20	SNAP	1	INCLUDED	YES
21	Social Security	1	EXCLUDED
22	SPM Unit Capped Housing Subsidy	1	INCLUDED	YES
23	SPM Unit Capped Work Childcare Expenses	1	INCLUDED	YES
24	SSI	1	INCLUDED	YES
25	TANF	1	INCLUDED	YES
26	Tip Income	1	INCLUDED	YES
27	Unemployment Compensation	1	INCLUDED	YES

State Level (Group 28)

Group	Variable	Targets (436 CDs)	Status	Adressed
28	SNAP	51 (one per state)	INCLUDED	YES

District Level (Groups 29-52)

Target counts shown for full 436-CD mode

Group	Variable	Targets (436 CDs)	Status	Adressed
29	Adjusted Gross Income	436	INCLUDED
30	Dividend Income	436	INCLUDED
31	EITC	1,744 (4 per CD by # qualifying children)	INCLUDED
32	SNAP Household Count	436	INCLUDED	YES
33	Income Tax	436	INCLUDED
34	Income Tax Before Credits	436	EXCLUDED
35	Medical Expense Deduction	436	EXCLUDED
36	Net Capital Gains	436	EXCLUDED
37	Person Count	12,208 (28 per CD: age + AGI distribution)	INCLUDED
38	Qualified Business Income Deduction	436	INCLUDED
39	Qualified Dividend Income	436	INCLUDED
40	Real Estate Taxes	436	INCLUDED
41	Refundable CTC	436	INCLUDED
42	Rental Income	436	EXCLUDED
43	SALT	436	INCLUDED
44	Self Employment Income	436	INCLUDED
45	Tax Exempt Interest Income	436	INCLUDED
46	Tax Unit Count	10,028 (23 per CD)	EXCLUDED
47	Tax Unit Partnership S Corp Income	436	EXCLUDED
48	Taxable Interest Income	436	INCLUDED
49	Taxable IRA Distributions	436	INCLUDED
50	Taxable Pension Income	436	INCLUDED
51	Taxable Social Security	436	INCLUDED
52	Unemployment Compensation	436	INCLUDED	YES

Included Targets Summary

After filtering, the calibration uses these target categories:

National (15 targets):

• Health insurance premiums, Income tax, Medicaid, Medicare Part B premiums
• Other medical expenses, OTC health expenses, QBI deduction, SALT deduction
• SNAP, SPM housing subsidy, SPM childcare expenses, SSI, TANF
• Tip income, Unemployment compensation

State (51 targets):

• SNAP benefits by state

District (20,928 targets across 436 CDs):

• AGI, Dividend income, EITC (by # children), SNAP household count
• Income tax, Person count (age + AGI distribution), QBI deduction
• Qualified dividends, Real estate taxes, Refundable CTC, SALT
• Self-employment income, Tax-exempt interest, Taxable interest
• Taxable IRA distributions, Taxable pensions, Taxable Social Security
• Unemployment compensation

We want to ensure that the SparseMatrixBuilder can include these same targets and that we can track the origin of each value in the matrix cells.