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Investment Securities, AFS and HTM Contractual Maturities (Details) - USD ($)
$ in Thousands
Jun. 30, 2018
Dec. 31, 2017
Amortized Cost    
Available for Sale, Due in one year or less $ 3,001  
Available for Sale, Due after one year through five years 1,000  
Available for Sale, Due after five years through ten years 0  
Available for Sale, Due after ten years 0  
Available for Sale, Total debt securities 4,001  
Investment securities available for sale, amortized cost 4,377,443 $ 4,100,417
Fair Value    
Available for Sale, Due in one year or less 2,996  
Available for Sale, Due after one year through five years 1,000  
Available for Sale, Due after five years through ten years 0  
Available for Sale, Due after ten years 0  
Available for Sale, Total debt securities 3,996  
Investment securities available for sale, at fair value $ 4,261,651 4,043,446
Ratio of Fair Value to Amortized Cost 97.40%  
Amortized Cost    
Held to Maturity, Due in one year or less $ 46,938  
Held to Maturity, Due after one year through five years 200,725  
Held to Maturity, Due after five years through ten years 366,997  
Held to Maturity, Due after ten years 978,487  
Held to Maturity, Debt Securities, Amortized Cost Basis 1,593,147  
Held to Maturity Amortized Cost 2,602,247 2,282,853
Fair Value    
Held to Maturity, Due in one year or less 47,269  
Held to Maturity, Due after one year through five years 199,266  
Held to Maturity, Due after five years through ten years 361,260  
Held to Maturity, Due after ten years 972,504  
Held to Maturity, Securities, Debt Securities 1,580,300  
Held to Maturity, Total debt securities $ 2,560,943 2,283,574
Ratio of Fair Value to Amortized Cost 98.40%  
Private Label    
Amortized Cost    
Investment securities available for sale, amortized cost $ 1,037 1,067
Fair Value    
Investment securities available for sale, at fair value 1,031 1,059
Amortized Cost    
Held to Maturity Amortized Cost 0  
Fair Value    
Held to Maturity, Total debt securities 0  
GNMA Commercial Mortgage-Related Securities    
Amortized Cost    
Investment securities available for sale, amortized cost 1,400,680 1,547,173
Fair Value    
Investment securities available for sale, at fair value 1,348,282 1,513,277
Amortized Cost    
Held to Maturity Amortized Cost 523,103  
Fair Value    
Held to Maturity, Total debt securities 507,813  
Asset backed Securities    
Amortized Cost    
Investment securities available for sale, amortized cost 298,263  
Fair Value    
Investment securities available for sale, at fair value 299,831  
Amortized Cost    
Held to Maturity Amortized Cost 0  
Fair Value    
Held to Maturity, Total debt securities 0  
Equity Securities [Member]    
Amortized Cost    
Investment securities available for sale, amortized cost 1,613 1,519
Fair Value    
Investment securities available for sale, at fair value 1,613 1,632
Amortized Cost    
Held to Maturity Amortized Cost 0  
Fair Value    
Held to Maturity, Total debt securities 0  
FNMA and FHLMC | Residential Related Securities    
Amortized Cost    
Investment securities available for sale, amortized cost 396,368 457,680
Fair Value    
Investment securities available for sale, at fair value 396,709 464,768
Amortized Cost    
Held to Maturity Amortized Cost 97,822 40,995
Fair Value    
Held to Maturity, Total debt securities 95,707 40,904
GNMA | Residential Related Securities    
Amortized Cost    
Investment securities available for sale, amortized cost 2,275,481 1,944,453
Fair Value    
Investment securities available for sale, at fair value 2,210,189 1,913,350
Amortized Cost    
Held to Maturity Amortized Cost 388,174 414,440
Fair Value    
Held to Maturity, Total debt securities $ 377,123 410,740
GNMA | GNMA Commercial Mortgage-Related Securities    
Amortized Cost    
Held to Maturity Amortized Cost   546,098
Fair Value    
Held to Maturity, Total debt securities   $ 539,888