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Other Borrowings and Subordinated Notes and Debentures - Debt Components (Details) - USD ($)
$ in Thousands
1 Months Ended 6 Months Ended
Mar. 31, 2018
Jun. 30, 2018
Dec. 31, 2017
Debt Instrument [Line Items]      
Total other borrowings and subordinated debt   $ 1,865,148 $ 1,520,589
U.S. Bank National Association | Revolving credit facility      
Debt Instrument [Line Items]      
Total other borrowings and subordinated debt   $ 0 75,000
U.S. Bank National Association | Revolving credit facility | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   1.50%  
Total other borrowings      
Debt Instrument [Line Items]      
Total other borrowings and subordinated debt   $ 1,451,811 1,380,024
FHLB advances, net of discount, due 2018 to 2033, 1.33% to 7.37% secured by residential real estate loans      
Debt Instrument [Line Items]      
Total other borrowings and subordinated debt   $ 1,451,811 1,261,642
FHLB advances, net of discount, due 2018 to 2033, 1.33% to 7.37% secured by residential real estate loans | Minimum      
Debt Instrument [Line Items]      
Fixed rate (as percent)   1.33%  
FHLB advances, net of discount, due 2018 to 2033, 1.33% to 7.37% secured by residential real estate loans | Maximum      
Debt Instrument [Line Items]      
Fixed rate (as percent)   7.37%  
Notes payable, due 10/15/2020, 3.85%, fixed rate, unsecured      
Debt Instrument [Line Items]      
Total other borrowings and subordinated debt   $ 0 43,382
Fixed rate (as percent)   3.85%  
Subordinated Notes and Debentures      
Debt Instrument [Line Items]      
Unamortized debt issuance costs   $ (3,554) 0
Total other borrowings and subordinated debt   413,337 140,565
Subordinated notes payable, due 4/1/2028, fixed-to-floating rate (fixed rate of 5.00% through 3/31/2023, floating rate of 2.15% above the three month LIBOR rate, reset quarterly)      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 330,000 0
Fixed rate (as percent) 5.00% 5.00%  
Subordinated notes payable, due 4/1/2028, fixed-to-floating rate (fixed rate of 5.00% through 3/31/2023, floating rate of 2.15% above the three month LIBOR rate, reset quarterly) | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent) 2.15%    
Debentures | Trust preferred securities, due 12/30/2033, floating rate of 2.80% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 0 20,620
Debentures | Trust preferred securities, due 12/30/2033, floating rate of 2.80% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   2.80%  
Debentures | Trust preferred securities, net of discount, due 6/30/2035, floating rate of 1.75% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 9,344 9,327
Debentures | Trust preferred securities, net of discount, due 6/30/2035, floating rate of 1.75% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   1.75%  
Debentures | Trust preferred securities, net of discount, due 9/15/2037, floating rate of 1.37% above the three month LIBOR rate, reset quarterly      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 10,310 10,284
Debentures | Trust preferred securities, net of discount, due 9/15/2037, floating rate of 1.37% above the three month LIBOR rate, reset quarterly | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   1.37%  
Debentures | Trust preferred securities, net of discount, due 12/5/2033, floating rate of 2.88% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 0 5,156
Debentures | Trust preferred securities, net of discount, due 12/5/2033, floating rate of 2.88% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   2.88%  
Debentures | Trust preferred securities, net of discount, due 10/18/2034, floating rate of 2.00% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 5,155 5,148
Debentures | Trust preferred securities, net of discount, due 10/18/2034, floating rate of 2.00% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   2.00%  
Debentures | Trust preferred securities, net of discount, due 6/6/2037, floating rate of 1.57% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 10,310 10,288
Debentures | Trust preferred securities, net of discount, due 6/6/2037, floating rate of 1.57% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   1.57%  
Debentures | Trust preferred securities, due 12/15/2035, floating rate of 1.45% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 6,702 6,702
Debentures | Trust preferred securities, due 12/15/2035, floating rate of 1.45% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   1.45%  
Debentures | Trust preferred securities, due 6/26/2033, floating rate of 3.10% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 0 20,619
Debentures | Trust preferred securities, due 6/26/2033, floating rate of 3.10% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   3.10%  
Debentures | Trust preferred securities, due 10/7/2033, floating rate of 2.85% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 25,774 25,774
Debentures | Trust preferred securities, due 10/7/2033, floating rate of 2.85% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   2.85%  
Debentures | Trust preferred securities, due 9/15/2037, floating rate of 2.00% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 0 8,248
Debentures | Trust preferred securities, due 9/15/2037, floating rate of 2.00% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   2.00%  
Debentures | Other subordinated debentures, net of discount, due 9/30/2023, floating rate equal to daily average of prime rate, reset quarterly      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 19,296 $ 18,399