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Fair Value - Changes in Fair Value, Fair Value Option, Recurring Basis (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
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 $ 26,785 $ 4,540 $ 37,651
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 26,785 4,540 37,651
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 9,256 (8,500) 19,350
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 9,256 (8,500) 19,350
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 17,529 13,040 18,301
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 17,529 13,040 18,301
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 (194,248) 59,227 339,856
Assets | Net gains on 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 811,895 188,611 426,092
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 (1,006,143) (129,384) (86,236)
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 811,895 188,611 426,092
Loans held for sale | Net gains on 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 811,895 188,611 426,092
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 (1,006,143) (129,384) (86,236)
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 $ (1,006,143) $ (129,384) $ (86,236)