in overstated inflation and understated growth. Using U.S. Census data, we apply two ways of assessing the magnitude of … "missing growth" for private nonfarm businesses from 1983-2013. The first approach exploits information on the market share of … surviving plants. The second approach applies indirect inference to firm-level data. We find: (i) missing growth from imputation …