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Derivative Financial Instruments (Details) - USD ($)
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Jun. 30, 2019
Mar. 31, 2019
Derivative Financial Instruments          
Notional Amount $ 19,342,657,000 $ 2,051,663,000      
Outstanding advances 0 700,000,000.0      
Estimated Fair Value Gain 813,899,000 16,252,000      
Estimated Fair Value Loss 804,832,000 31,273,000      
Gains (losses) on cash flow hedge in other comprehensive income 10,800,000 (10,700,000)      
Cash flow hedge liability 0 13,800,000      
Cash flow hedge assets 30,300,000        
Ineffectiveness in the cash flow hedge 0 0      
Gain or loss recorded 0 0      
Interest Rate Derivative Assets, at Fair Value 802,800,000 15,300,000      
Interest Rate Derivative Liabilities, at Fair Value 802,700,000 16,500,000      
Interest Rate Derivatives, at Fair Value, Net 17,000 1,100,000      
Estimated gain (loss) on fair value of open contracts related to mortgage servicing rights 119,000 (789,000)      
Termination value of obligations under agreement 38,800,000        
Interest expense 83,564,000 86,552,000 $ 53,992,000    
Obligation under forward commitments, the fair value of those obligations along with the fair value of derivative instruments associated with forward commitments          
Fair value of forward commitments (804,832,000) (31,273,000)      
Mortgage loan pipeline          
Obligation under forward commitments, the fair value of those obligations along with the fair value of derivative instruments associated with forward commitments          
Obligation 510,730,000 80,785,000      
Expected closures          
Obligation under forward commitments, the fair value of those obligations along with the fair value of derivative instruments associated with forward commitments          
Obligation 411,273,000 60,588,000      
Cash flow hedge          
Derivative Financial Instruments          
Collateral provided 0        
Cash flow hedge | Borrower          
Derivative Financial Instruments          
Collateral provided 663,500,000        
Cash flow hedge | FHLB Advances - One          
Derivative Financial Instruments          
Outstanding advances         $ 350,000,000
Cash flow hedge | FHLB Advances - Two          
Derivative Financial Instruments          
Outstanding advances         150,000,000
Cash flow hedge | FHLB Advances - Three          
Derivative Financial Instruments          
Notional Amount       $ 200,000,000  
Interest rate contracts          
Derivative Financial Instruments          
Notional Amount 18,600,000,000 1,100,000,000      
Mortgage servicing rights hedging | Non-designated hedges          
Derivative Financial Instruments          
Notional Amount 149,000,000.0 133,000,000.0      
Mortgage servicing rights hedging | Non-designated hedges | Other Assets and Other Liabilities          
Derivative Financial Instruments          
Notional Amount 149,000,000 133,000,000      
Estimated Fair Value Gain 119,000        
Estimated Fair Value Loss   789,000      
Mortgage loan pipeline commitments hedging          
Obligation under forward commitments, the fair value of those obligations along with the fair value of derivative instruments associated with forward commitments          
Obligation 15,328,000 1,160,000      
Mortgage loan pipeline commitments hedging | Non-designated hedges | Other Assets          
Derivative Financial Instruments          
Notional Amount 528,500,000 87,773,000      
Estimated Fair Value Gain 11,017,000 902,000      
Forward commitments          
Obligation under forward commitments, the fair value of those obligations along with the fair value of derivative instruments associated with forward commitments          
Obligation 528,500,000 87,773,000      
Fair value of forward commitments 4,311,000 258,000      
Customer swaps | Cash flow hedge | Investment securities - available for sale          
Derivative Financial Instruments          
Collateral provided 554,700,000        
Interest rate swap          
Derivative Financial Instruments          
Termination cost 40,800,000        
Interest expense 2,000,000.0        
Interest rate swap | Cash flow hedge | FHLB Advances | Other Liabilities | Counterparty          
Derivative Financial Instruments          
Notional Amount   700,000,000      
Estimated Fair Value Loss   13,791,000      
Interest rate swap | Cash flow hedge | FHLB Advances - One          
Derivative Financial Instruments          
Notional Amount         350,000,000
Interest rate swap | Cash flow hedge | FHLB Advances - Two          
Derivative Financial Instruments          
Notional Amount         $ 150,000,000
Interest rate swap | Cash flow hedge | FHLB Advances - Three          
Derivative Financial Instruments          
Notional Amount       $ 200,000,000  
Interest rate swap | Fair Value Hedging | Counterparty          
Derivative Financial Instruments          
Notional Amount 16,400,000 2,800,000      
Interest rate swap | Fair Value Hedging | Other Assets and Other Liabilities | Counterparty          
Derivative Financial Instruments          
Notional Amount 16,439,000 2,754,000      
Estimated Fair Value Loss 2,086,000 199,000      
Interest rate swap | Non-designated hedges | Other Assets and Other Liabilities | Borrower          
Derivative Financial Instruments          
Notional Amount 9,324,359,000 564,068,000      
Estimated Fair Value Gain 802,717,000 15,277,000      
Estimated Fair Value Loss 46,000 1,019,000      
Interest rate swap | Non-designated hedges | Other Assets and Other Liabilities | Counterparty          
Derivative Financial Instruments          
Notional Amount 9,324,359,000 564,068,000      
Estimated Fair Value Gain 46,000 73,000      
Estimated Fair Value Loss 802,700,000 15,475,000      
Foreign exchange contract          
Derivative Financial Instruments          
Gain or loss recorded $ 0 $ 0