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FHLB Advances and Other Borrowings - Weighted Average Cost and Amount of Advances (Details) - USD ($)
$ in Thousands
12 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2017
Federal Home Loan Banks [Abstract]      
Weighted average interest rate, including cash flow hedges, at end of year 2.49% 2.66% 2.80%
Weighted daily average interest rate, including cash flow hedges, during the year 2.69% 2.62% 3.00%
Daily average of FHLB advances during the year $ 2,533,890 $ 2,384,795 $ 2,167,986
Maximum amount of FHLB advances at any month end 2,665,000 2,620,000 2,350,000
Interest expense during the year (including swap interest income and expense) $ 68,190 $ 62,452 $ 64,969