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Fair Value - Changes in Fair Value, Fair Value Option, Recurring Basis (Details) - Recurring basis - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2019
Mar. 31, 2018
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 $ 5,682 $ (2,827)
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 5,682 (2,827)
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 4,051 (6,921)
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 4,051 (6,921)
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 1,631 4,094
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 1,631 4,094
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 (157,050) 56,419
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 101,995 (6,118)
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 (259,045) 62,537
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 101,995 (6,118)
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 101,995 (6,118)
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 (259,045) 62,537
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 $ (259,045) $ 62,537