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Fair Value Measurements - Assets and Liabilities Not Measured at Fair Value on Recurring Basis (Details) - USD ($)
$ in Thousands
Sep. 30, 2019
Dec. 31, 2018
Financial Instruments, Estimate Not Practicable, Fair Value [Line Items]    
Securities purchased under agreements to resell $ 0 $ 290
Securities Owned and Sold, Not yet Purchased, at Fair Value, Security Owned, Including Disposal Group Securities Owned 653,194 837,584
Fair Value, Nonrecurring [Member]    
Financial Instruments, Estimate Not Practicable, Fair Value [Line Items]    
Other 2,017 2,411
Receivable from customers 754,927 720,777
Fair Value, Estimate Not Practicable, Investment 68,919 59,765
Drafts payable 17,794 16,348
Clearing organizations 24,775 28,777
Securities loaned 209,298 146,815
Fair Value, Estimate not Practicable, Due from Employees 43,920 44,058
Total Receivable from brokers, dealers and clearing organizations 157,731 166,493
Securities failed to receive 13,228 27,799
Fair Value Estimate Not Practicable Payable to Correspondent Brokers 7,040 158
Bank call loans   15,000
Securities purchased under agreements to resell   290
Receivables from brokers 13,839 20,140
Securities failed to deliver 13,362 7,021
Securities borrowed 103,738 108,144
Deposits with clearing organization 37,269 33,079
Other 134,707 113,628
Total payables to brokers, dealers and clearing organizations 364,273 288,400
Payables to customers 313,056 336,616
Fair Value,Estimate not Practicable, Securities sold under Agreements to Repurchase 253,720 484,218
Fair Value, Estimate not Practicable, Senior Secured Notes 154,907 199,722
Fair Value, Estimate Not Practicable, Cash 26,193 80,175
Fair Value, Nonrecurring [Member] | Carrying Value [Member]    
Financial Instruments, Estimate Not Practicable, Fair Value [Line Items]    
Other 2,017 2,411
Receivable from customers 754,927 720,777
Fair Value, Estimate Not Practicable, Investment 68,919 59,765
Drafts payable 17,794 16,348
Clearing organizations 24,775 28,777
Securities loaned 209,298 146,815
Fair Value, Estimate not Practicable, Due from Employees 43,920 44,058
Total Receivable from brokers, dealers and clearing organizations 157,731 166,493
Securities failed to receive 13,228 27,799
Fair Value Estimate Not Practicable Payable to Correspondent Brokers 7,040 158
Bank call loans   15,000
Securities purchased under agreements to resell   290
Receivables from brokers 13,839 20,140
Securities failed to deliver 13,362 7,021
Securities borrowed 103,738 108,144
Deposits with clearing organization 37,269 33,079
Other 134,707 113,628
Total payables to brokers, dealers and clearing organizations 364,273 288,400
Payables to customers 313,056 336,616
Fair Value,Estimate not Practicable, Securities sold under Agreements to Repurchase 253,720 484,218
Fair Value, Estimate not Practicable, Senior Secured Notes 150,000 200,000
Fair Value, Estimate Not Practicable, Cash 26,193 80,175
Fair Value, Nonrecurring [Member] | Level 1    
Financial Instruments, Estimate Not Practicable, Fair Value [Line Items]    
Drafts payable 17,794 16,348
Deposits with clearing organization 37,269 33,079
Fair Value, Estimate Not Practicable, Cash 26,193 80,175
Fair Value, Nonrecurring [Member] | Level 2    
Financial Instruments, Estimate Not Practicable, Fair Value [Line Items]    
Other 2,017 2,411
Receivable from customers 754,927 720,777
Fair Value, Estimate Not Practicable, Investment 68,919 59,765
Clearing organizations 24,775 28,777
Securities loaned 209,298 146,815
Fair Value, Estimate not Practicable, Due from Employees 43,920 44,058
Total Receivable from brokers, dealers and clearing organizations 157,731 166,493
Securities failed to receive 13,228 27,799
Fair Value Estimate Not Practicable Payable to Correspondent Brokers 7,040 158
Bank call loans   15,000
Securities purchased under agreements to resell   290
Receivables from brokers 13,839 20,140
Securities failed to deliver 13,362 7,021
Securities borrowed 103,738 108,144
Other 134,707 113,628
Total payables to brokers, dealers and clearing organizations 364,273 288,400
Payables to customers 313,056 336,616
Fair Value,Estimate not Practicable, Securities sold under Agreements to Repurchase 253,720 484,218
Fair Value, Estimate not Practicable, Senior Secured Notes $ 154,907 $ 199,722