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Deposits - Schedule of Composition of Deposits (Details) - USD ($)
$ in Thousands
6 Months Ended 12 Months Ended
Jun. 30, 2019
Dec. 31, 2018
Debt Instrument [Line Items]    
Interest-bearing brokered money market deposits $ 191,625 $ 283,790
Customer deposits 119,243 138,072
Certificates of deposit with maturities within 1 year 776,927 505,582
Short-term deposits 1,087,795 927,444
Certificates of deposit with maturities greater than 1 year and less than 5 years 500,555 345,231
Total deposits $ 1,588,350 $ 1,272,675
Weighted average cost of funds on certificates of deposit outstanding (as a percent) 2.51% 2.36%
Weighted average cost of interest-bearing money market deposits (as a percent) 2.54% 2.49%
Minimum    
Debt Instrument [Line Items]    
Certificate of deposits maturities period 6 months 6 months
Certificate of deposits, fixed interest rates range (as a percent) 1.30% 1.30%
Maximum    
Debt Instrument [Line Items]    
Certificate of deposits maturities period 5 years 5 years
Certificate of deposits, fixed interest rates range (as a percent) 3.52% 3.52%