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Derivatives, Derivatives Instruments Gain (Loss) in Income Statement (Details) - Not Designated as Hedging Instrument [Member] - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2017
Jun. 30, 2016
Jun. 30, 2017
Jun. 30, 2016
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue $ 18,122 $ 13,491 $ 29,293 $ 22,359
Gain (Loss) on Derivatives, Net 3,241 10,766 2,791 17,904
To-be-announced residential mortgage-backed securities        
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue 9,205 9,862 17,232 17,302
Gain (Loss) on Derivatives, Net 0 0 0 0
Interest rate swaps        
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue 665 723 1,124 1,048
Gain (Loss) on Derivatives, Net 0 0 0 0
Energy contracts        
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue 1,666 2,749 4,539 3,445
Gain (Loss) on Derivatives, Net 0 0 0 0
Agricultural contracts        
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue 11 32 20 61
Gain (Loss) on Derivatives, Net 0 0 0 0
Foreign exchange contracts        
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue 90 134 360 512
Gain (Loss) on Derivatives, Net 0 0 0 0
Equity option contracts        
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue 0 0 0 0
Gain (Loss) on Derivatives, Net 0 0 0 0
Total customer risk management programs        
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue 11,637 13,500 23,275 22,368
Gain (Loss) on Derivatives, Net 0 0 0 0
Internal risk management programs        
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue 6,485 (9) 6,018 (9)
Gain (Loss) on Derivatives, Net $ 3,241 $ 10,766 $ 2,791 $ 17,904