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Investment Securities - Summary of Held to Maturity Debt Securities by Stated Maturity (Details)
$ in Thousands
Dec. 31, 2022
USD ($)
Schedule of Held-to-Maturity Securities [Line Items]  
Amortized Cost $ 840,259
Fair Value 793,813
Asset-backed securities  
Schedule of Held-to-Maturity Securities [Line Items]  
Amortized Cost 361,107
Fair Value 356,133
Agency-guaranteed residential mortgage-backed securities  
Schedule of Held-to-Maturity Securities [Line Items]  
Amortized Cost 7,189
Fair Value 6,626
Agency-guaranteed commercial mortgage-backed securities  
Schedule of Held-to-Maturity Securities [Line Items]  
Amortized Cost 1,928
Fair Value 1,824
Agency-guaranteed residential collateralized mortgage obligations  
Schedule of Held-to-Maturity Securities [Line Items]  
Amortized Cost 204,495
Fair Value 186,119
Agency-guaranteed commercial collateralized mortgage obligations  
Schedule of Held-to-Maturity Securities [Line Items]  
Amortized Cost 151,711
Fair Value 142,276
Private label collateralized mortgage obligations  
Schedule of Held-to-Maturity Securities [Line Items]  
Amortized Cost 113,829
Fair Value $ 100,835