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Interest Income and Interest Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Interest Income Expense Net [Abstract]        
Bank loans, net $ 95,881 $ 68,389 $ 189,105 $ 132,024
Investment securities 61,716 63,535 127,182 118,438
Margin balances 13,663 12,306 27,103 23,256
Financial instruments owned 6,414 4,983 12,727 9,912
Other 10,266 5,208 22,894 8,525
Total interest income 187,940 154,421 379,011 292,155
Bank deposits 29,347 15,343 57,413 23,473
Senior notes 11,122 11,122 22,244 22,240
Federal Home Loan Bank advances 2,911 3,095 4,589 6,347
Other 9,511 7,719 18,093 11,672
Total interest expense $ 52,891 $ 37,279 $ 102,339 $ 63,732