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Accumulated Other Comprehensive Income (Loss) - Components of AOCI (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2022
Mar. 31, 2022
Jun. 30, 2021
Jun. 30, 2022
Jun. 30, 2021
AOCI Attributable to Parent, Net of Tax [Roll Forward]          
Beginning balance $ 5,703,456 $ 5,837,218 $ 5,285,027 $ 5,837,218 $ 5,269,175
Other comprehensive (loss) income (205,723)   75,351 (510,267) (59,014)
Ending balance 5,609,482 5,703,456 5,547,548 5,609,482 5,547,548
Net changes in unrealized gains (losses) on securities transferred from AFS to HTM   113,000      
Debt Securities          
AOCI Attributable to Parent, Net of Tax [Roll Forward]          
Beginning balance (365,653) (85,703) (81,201) (85,703) 52,247
Net unrealized gains (losses) arising during the period (192,858)   73,494 (474,219) (59,819)
Amounts reclassified from AOCI 3,730   (445) 5,141 (580)
Other comprehensive (loss) income (189,128)   73,049 (469,078) (60,399)
Ending balance (554,781) (365,653) (8,152) (554,781) (8,152)
Net changes in unrealized gains (losses) on securities transferred from AFS to HTM (3,750)   0 (6,061) 0
Cash Flow Hedges          
AOCI Attributable to Parent, Net of Tax [Roll Forward]          
Beginning balance (24,466) 257 (798) 257 (1,230)
Net unrealized gains (losses) arising during the period (5,582)   (76) (28,809) 229
Amounts reclassified from AOCI (798)   144 (2,294) 271
Other comprehensive (loss) income (6,380)   68 (31,103) 500
Ending balance (30,846) (24,466) (730) (30,846) (730)
Foreign Currency Translation Adjustments          
AOCI Attributable to Parent, Net of Tax [Roll Forward]          
Beginning balance (4,806) (4,935) (8,041) (4,935) (6,692)
Net unrealized gains (losses) arising during the period (10,215)   2,234 (10,086) 885
Amounts reclassified from AOCI 0   0 0 0
Other comprehensive (loss) income (10,215)   2,234 (10,086) 885
Ending balance (15,021) (4,806) (5,807) (15,021) (5,807)
AOCI, Net of Tax          
AOCI Attributable to Parent, Net of Tax [Roll Forward]          
Beginning balance (394,925) (90,381) (90,040) (90,381) 44,325
Net unrealized gains (losses) arising during the period (208,655)   75,652 (513,114) (58,705)
Amounts reclassified from AOCI 2,932   (301) 2,847 (309)
Other comprehensive (loss) income (205,723)   75,351 (510,267) (59,014)
Ending balance $ (600,648) $ (394,925) $ (14,689) $ (600,648) $ (14,689)