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Fair Value Measurements - Schedule of Fair Values for Balance Sheet Instruments (Details) - USD ($)
$ in Thousands
Mar. 31, 2020
Sep. 30, 2019
Liabilities    
Unamortized discount on acquired loans $ 13,700 $ 13,900
Level 1 | Carrying Amount    
Assets    
Cash and cash equivalents 347,486 243,474
Level 1 | Fair Value    
Assets    
Cash and cash equivalents 347,486 243,474
Level 3 | Carrying Amount    
Assets    
Loans, net, excluding fair valued loans, loans held for sale and impaired loans 8,337,681 8,472,777
Level 3 | Fair Value    
Assets    
Loans, net, excluding fair valued loans, loans held for sale and impaired loans 8,498,042 8,533,612
Level 2 | Carrying Amount    
Liabilities    
Time deposits 1,528,234 2,095,676
FHLB advances and other borrowings 800,000 340,000
Securities sold under repurchase agreements 64,809 68,992
Subordinated debentures and subordinated notes payable 108,740 108,636
Level 2 | Fair Value    
Liabilities    
Time deposits 1,532,200 2,101,239
FHLB advances and other borrowings 818,669 351,517
Securities sold under repurchase agreements 64,809 68,992
Subordinated debentures and subordinated notes payable $ 97,268 $ 101,164