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Investment Securities - Contractual Maturities of Debt Securities Held to Maturity (Details) - USD ($)
$ in Thousands
Sep. 30, 2020
Dec. 31, 2019
Amortized Cost    
Due in one year $ 113,188  
Due after one year through five years 201,101  
Due after five years through ten years 162,911  
Due after ten years 201,468  
Residential mortgage-backed securities 1,491,808  
Amortized Cost 2,170,476 $ 2,336,095
Fair Value    
Due in one year 113,628  
Due after one year through five years 213,801  
Due after five years through ten years 168,821  
Due after ten years 200,018  
Residential mortgage-backed securities 1,528,703  
Total investment securities held to maturity $ 2,224,971 $ 2,358,720