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Fair Value of Financial Instruments - Carrying Value and Estimated Fair Values of Financial Instruments Not Measured at Fair Value (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Securities held to maturity $ 25,117 $ 41,205
Carrying Value | Level 1    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 705,618 377,214
Carrying Value | Level 2    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Non-marketable equity securities held in other financial institutions 45,192 62,586
Accrued interest and loan fees receivable 23,402 27,146
Deposits 6,570,693 5,751,315
FHLB advances and other borrowings 309,801 984,608
Subordinated indebtedness 157,417 157,181
Accrued interest payable 2,696 3,556
Carrying Value | Level 3    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Securities held to maturity 22,767 38,128
LHFI , net 5,166,745 5,621,092
Estimated Fair Value | Level 1    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 705,618 377,214
Estimated Fair Value | Level 2    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Non-marketable equity securities held in other financial institutions 45,192 62,586
Accrued interest and loan fees receivable 23,402 27,146
Deposits 6,572,215 5,756,312
FHLB advances and other borrowings 305,374 991,943
Subordinated indebtedness 156,629 156,395
Accrued interest payable 2,696 3,556
Estimated Fair Value | Level 3    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Securities held to maturity 25,117 41,205
LHFI , net $ 5,133,257 $ 5,802,744