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Fair Value Measurements - Assets and Liabilities Not Measured at Fair Value on Recurring Basis (Details) - USD ($)
$ in Thousands
Dec. 31, 2018
Dec. 31, 2017
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Securities Owned and Sold, Not yet Purchased, at Fair Value, Security Owned, Including Disposal Group Securities Owned   $ 926,597
Securities purchased under agreements to resell $ 290 658
Due from Employees 44,058 40,520
Level 1    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Securities Owned and Sold, Not yet Purchased, at Fair Value, Security Owned, Including Disposal Group Securities Owned   677,798
Level 2    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Securities Owned and Sold, Not yet Purchased, at Fair Value, Security Owned, Including Disposal Group Securities Owned   161,366
Level 3    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Securities Owned and Sold, Not yet Purchased, at Fair Value, Security Owned, Including Disposal Group Securities Owned   87,433
Fair Value, Measurements, Nonrecurring [Member]    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Fair Value, Estimate Not Practicable, Cash 80,175 37,664
Deposits with clearing organization 33,079 7,929
Securities borrowed 108,144 132,368
Receivables from brokers 20,140 19,298
Securities failed to deliver 7,021 9,442
Clearing organizations 28,777 24,361
Other 2,411 930
Total Receivable from brokers, dealers and clearing organizations 166,493 186,399
Receivable from customers 720,777 848,226
Securities purchased under agreements to resell 290 658
Due from Employees 44,058 40,520
Fair Value, Estimate Not Practicable, Investment 59,765 65,404
Drafts payable 16,348 42,212
Bank call loans 15,000 118,300
Securities loaned 146,815 180,270
Fair Value Estimate Not Practicable Payable to Correspondent Brokers 158 1,567
Securities failed to receive 27,799 17,559
Other 113,628 10,707
Total payables to brokers, dealers and clearing organizations 288,400 210,103
Payables to customers 336,616 385,907
Fair Value,Estimate not Practicable, Securities sold under Agreements to Repurchase 484,218 586,478
Fair Value, Estimate not Practicable, Senior Secured Notes 199,722 206,380
Fair Value, Measurements, Nonrecurring [Member] | Level 1    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Fair Value, Estimate Not Practicable, Cash 80,175 37,664
Deposits with clearing organization 33,079 7,929
Drafts payable 16,348 42,212
Fair Value, Measurements, Nonrecurring [Member] | Level 2    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Securities borrowed 108,144 132,368
Receivables from brokers 20,140 19,298
Securities failed to deliver 7,021 9,442
Clearing organizations 28,777 24,361
Other 2,411 930
Total Receivable from brokers, dealers and clearing organizations 166,493 186,399
Receivable from customers 720,777 848,226
Securities purchased under agreements to resell 290  
Due from Employees 44,058 40,520
Fair Value, Estimate Not Practicable, Investment 59,765 65,404
Bank call loans 15,000 118,300
Securities loaned 146,815 180,270
Fair Value Estimate Not Practicable Payable to Correspondent Brokers 158 1,567
Securities failed to receive 27,799 17,559
Other 113,628 10,707
Total payables to brokers, dealers and clearing organizations 288,400 210,103
Payables to customers 336,616 385,907
Fair Value,Estimate not Practicable, Securities sold under Agreements to Repurchase 484,218 586,478
Fair Value, Estimate not Practicable, Senior Secured Notes 199,722 206,380
Fair Value, Measurements, Nonrecurring [Member] | Carrying Value    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Fair Value, Estimate Not Practicable, Cash 80,175 37,664
Deposits with clearing organization 33,079 7,929
Securities borrowed 108,144 132,368
Receivables from brokers 20,140 19,298
Securities failed to deliver 7,021 9,442
Clearing organizations 28,777 24,361
Other 2,411 930
Total Receivable from brokers, dealers and clearing organizations 166,493 186,399
Receivable from customers 720,777 848,226
Securities purchased under agreements to resell 290 658
Due from Employees 44,058 40,520
Fair Value, Estimate Not Practicable, Investment 59,765 65,404
Drafts payable 16,348 42,212
Bank call loans 15,000 118,300
Securities loaned 146,815 180,270
Fair Value Estimate Not Practicable Payable to Correspondent Brokers 158 1,567
Securities failed to receive 27,799 17,559
Other 113,628 10,707
Total payables to brokers, dealers and clearing organizations 288,400 210,103
Payables to customers 336,616 385,907
Fair Value,Estimate not Practicable, Securities sold under Agreements to Repurchase 484,218 586,478
Fair Value, Estimate not Practicable, Senior Secured Notes $ 200,000 $ 200,000