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Fair Value - Changes in Fair Value, Fair Value Option, Recurring Basis (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Liabilities.      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings $ 4,540 $ 37,651 $ 35,260
Liabilities. | Net loan servicing fees      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings 4,540 37,651 35,260
Excess servicing spread financing      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings (8,500) 19,350 23,923
Excess servicing spread financing | Net loan servicing fees      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings (8,500) 19,350 23,923
Mortgage servicing liabilities      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings 13,040 18,301 11,337
Mortgage servicing liabilities | Net loan servicing fees      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings 13,040 18,301 11,337
Assets      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings 59,227 339,856 351,544
Assets | Net gains on mortgage loans held for sale at fair value      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings 188,611 426,092 513,331
Assets | Net loan servicing fees      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings (129,384) (86,236) (161,787)
Mortgage loans held for sale      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings 188,611 426,092 513,331
Mortgage loans held for sale | Net gains on mortgage loans held for sale at fair value      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings 188,611 426,092 513,331
Mortgage servicing rights at fair value      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings (129,384) (86,236) (161,787)
Mortgage servicing rights at fair value | Net loan servicing fees      
Net gains (losses) from changes in estimated fair values included in earnings for financial statement items carried at estimated fair value      
Total gains (losses) from changes in estimated fair values included in earnings $ (129,384) $ (86,236) $ (161,787)