**********************************************************************
* Unemployment Insurance In Survey and Administrative Data
* Jeff Larrimore, Jacob Mortenson, and David Splinter
*
* Code to merge imputed UI values into the IPUMS CPS-ASEC data
**********************************************************************

use "[YOUR IPUMS DOWNLOADED DATA FILE LOCATION]", clear
joinby year serial pernum using "$datadir/UI_mergedata_small.dta", unmatched(master)
replace incunemp = incunemp_impute if incunemp_impute>0 & incunemp_impute!=.