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Fair Value Measurements - Schedule of Fair Values for Balance Sheet Instruments (Details) - USD ($)
$ in Thousands
Jun. 30, 2020
Sep. 30, 2019
Liabilities    
Unamortized discount on acquired loans $ 33,800 $ 13,900
Level 1 | Carrying Amount    
Assets    
Cash and cash equivalents 311,585 243,474
Level 1 | Fair Value    
Assets    
Cash and cash equivalents 311,585 243,474
Level 3 | Carrying Amount    
Assets    
Loans, net, excluding fair valued loans, loans held for sale and impaired loans 8,974,255 8,472,777
Level 3 | Fair Value    
Assets    
Loans, net, excluding fair valued loans, loans held for sale and impaired loans 9,091,344 8,533,612
Level 2 | Carrying Amount    
Liabilities    
Time deposits 1,433,538 2,095,676
FHLB advances and other borrowings 355,000 340,000
Securities sold under repurchase agreements 70,362 68,992
Subordinated debentures and subordinated notes payable 108,792 108,636
Level 2 | Fair Value    
Liabilities    
Time deposits 1,440,485 2,101,239
FHLB advances and other borrowings 373,811 351,517
Securities sold under repurchase agreements 70,362 68,992
Subordinated debentures and subordinated notes payable $ 96,330 $ 101,164