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Investment Securities - Contractual Maturities of Debt Securities Held to Maturity (Details) - USD ($)
$ in Thousands
Dec. 31, 2020
Dec. 31, 2019
Amortized Cost    
Due in one year $ 28,174  
Due after one year through five years 234,392  
Due after five years through ten years 150,859  
Due after ten years 209,280  
Residential mortgage-backed securities 1,550,306  
Amortized Cost 2,173,011 $ 2,336,095
Fair Value    
Due in one year 28,290  
Due after one year through five years 246,981  
Due after five years through ten years 154,904  
Due after ten years 207,782  
Residential mortgage-backed securities 1,589,655  
Total investment securities held to maturity $ 2,227,612 $ 2,358,720