This paper attempts to estimate the size and distribution of tax evasion in rich countries. We combine random audits--the key source used to study tax evasion so far--with new micro-data leaked from large offshore financial institutions--HSBC Switzerland ("Swiss leaks") and Mossack Fonseca...