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Quintiles by gross receipts To view the tax burdens by the size of businesses, the researchers grouped all businesses into quintiles by gross receipts using the type 7 method with the R package dplyr. They performed this operation on each annual dataset on businesses with over $100,000 in gross receipts, then averaged all the results, including the median effective rates and median gross receipts, across the 2017-19 and 2021 period

Statistical association and causation: contributions of different types of evidence