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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, 2017
Sep. 30, 2016
Sep. 30, 2015
Federal Home Loan Banks [Abstract]      
Weighted average interest rate, net of cash flow hedges, at end of year 2.80% 3.15% 3.35%
Weighted daily average interest rate, net of cash flow hedges, during the year 3.00% 3.22% 3.57%
Daily average of FHLB advances during the year $ 2,167,986 $ 1,992,434 $ 1,848,904
Maximum amount of FHLB advances at any month end 2,350,000 2,080,000 1,930,000
Interest expense during the year (excludes interest rate swap expense) $ 64,968 $ 64,058 $ 64,331