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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, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue $ 8,815 $ 18,122 $ 17,838 $ 29,293
Gain (Loss) on Derivatives, Net (3,057) 3,241 (8,742) 2,791
To-be-announced residential mortgage-backed securities        
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue 7,586 9,205 14,405 17,232
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 683 665 1,439 1,124
Gain (Loss) on Derivatives, Net 0 0 0 0
Energy contracts        
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue 1,416 1,666 4,556 4,539
Gain (Loss) on Derivatives, Net 0 0 0 0
Agricultural contracts        
Derivative Instruments, Gain (Loss) Recognized in Income, Net [Abstract]        
Brokergage and Trading Revenue 15 11 30 20
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 96 90 272 360
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 9,796 11,637 20,702 23,275
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 (981) 6,485 (2,864) 6,018
Gain (Loss) on Derivatives, Net $ (3,057) $ 3,241 $ (8,742) $ 2,791