Thanks @PavelMakarchuk for adding rent imputation back in- would you mind using the data generated locally from this and running a few reform tests locally with e.g. SALT/AMT/TCJA reforms you're focussing on? So we know it definitely fixes the issue and doesn't add weird results.

The results are very similar to web app impacts of e.g. repealing different itemized deductions or extending the SALT cap

TCJA web app (2026): 372.2bn

TCJA locally w/ smaller dataset (2026): 373.1

We can run static simulations with the itemized branching (~8min local run time) but I am unable to run itemized branching in combination with behavioral responses - running out of memory every time

@nikhilwoodruff

OK good enough to merge this then- let's keep thinking about the memory issue.