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Deposits - Schedule of Composition of Deposits (Details) - USD ($)
$ in Thousands
Sep. 30, 2018
Dec. 31, 2017
Banking and Thrift [Abstract]    
Interest-bearing brokered money market deposits $ 238,382 $ 285,899
Customer deposits 108,800 70,211
Certificates of deposit with maturities within 1 year 530,889 630,879
Short-term deposits 878,071 986,989
Certificates of deposit with maturities greater than 1 year and less than 5 years 386,770 306,865
Total deposits $ 1,264,841 $ 1,293,854
Weighted average cost of funds on certificates of deposit outstanding (as a percent) 2.16% 1.51%
Weighted average cost of interest-bearing money market deposits (as a percent) 2.24% 1.49%