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Investment Securities, AFS and HTM Contractual Maturities (Details) - USD ($)
$ in Thousands
Mar. 31, 2018
Dec. 31, 2017
Amortized Cost    
Available for Sale, Due in one year or less $ 2,002  
Available for Sale, Due after one year through five years 2,200  
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 4,202  
Investment securities available for sale, amortized cost 4,584,763 $ 4,100,417
Fair Value    
Available for Sale, Due in one year or less 1,995  
Available for Sale, Due after one year through five years 2,188  
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 4,183  
Investment securities available for sale, at fair value $ 4,485,875 4,043,446
Ratio of Fair Value to Amortized Cost 97.80%  
Amortized Cost    
Held to Maturity, Due in one year or less $ 44,019  
Held to Maturity, Due after one year through five years 221,411  
Held to Maturity, Due after five years through ten years 346,521  
Held to Maturity, Due after ten years 812,974  
Held to Maturity, Debt Securities, Amortized Cost Basis 1,424,925  
Held to Maturity Amortized Cost 2,443,203 2,282,853
Fair Value    
Held to Maturity, Due in one year or less 44,261  
Held to Maturity, Due after one year through five years 219,411  
Held to Maturity, Due after five years through ten years 341,147  
Held to Maturity, Due after ten years 807,638  
Held to Maturity, Securities, Debt Securities 1,412,456  
Held to Maturity, Total debt securities $ 2,407,197 2,283,574
Ratio of Fair Value to Amortized Cost 98.50%  
Private Label    
Amortized Cost    
Investment securities available for sale, amortized cost $ 1,051 1,067
Fair Value    
Investment securities available for sale, at fair value 1,044 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 1,497,573 1,547,173
Fair Value    
Investment securities available for sale, at fair value 1,448,369 1,513,277
Amortized Cost    
Held to Maturity Amortized Cost 531,934  
Fair Value    
Held to Maturity, Total debt securities 519,248  
Asset backed Securities    
Amortized Cost    
Investment securities available for sale, amortized cost 288,519  
Fair Value    
Investment securities available for sale, at fair value 290,300  
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 1,599 1,519
Fair Value    
Investment securities available for sale, at fair value 1,599 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 427,480 457,680
Fair Value    
Investment securities available for sale, at fair value 430,073 464,768
Amortized Cost    
Held to Maturity Amortized Cost 76,069 40,995
Fair Value    
Held to Maturity, Total debt securities 74,631 40,904
GNMA | Residential Related Securities    
Amortized Cost    
Investment securities available for sale, amortized cost 2,364,339 1,944,453
Fair Value    
Investment securities available for sale, at fair value 2,310,306 1,913,350
Amortized Cost    
Held to Maturity Amortized Cost 410,275 414,440
Fair Value    
Held to Maturity, Total debt securities $ 400,861 410,740
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