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Mortgage Servicing Rights and Mortgage Servicing Liabilities - Activity in MSRs at Fair Value (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Jun. 30, 2019
Dec. 31, 2018
Jun. 30, 2018
Dec. 31, 2017
Activity in MSRs carried at fair value                
Balance at beginning of period     $ 2,807,333          
Change in fair value:                
Balance at end of period $ 2,550,602   2,550,602          
Mortgage servicing rights                
Activity in MSRs carried at fair value                
Balance at beginning of period 2,720,335 $ 2,486,157 2,820,612 $ 638,010        
Reclassification of mortgage servicing rights previously accounted for under the amortization method               $ 1,482,426
Balance after reclassification         $ 2,720,335 $ 2,820,612 $ 2,486,157 $ 2,120,436
Additions - Mortgage servicing rights resulting from loan sales 246,757 149,000 545,839 448,604        
Additions - Purchases 46 163,511 227,445 193,640        
Additions 246,803 312,511 773,284 642,244        
Change in fair value:                
Changes in inputs used in valuation model (286,880) 64,293 (704,967) 239,538        
Other changes in fair value (124,005) (76,997) (332,676) (216,254)        
Total change in fair value (410,885) (12,704) (1,037,643) 23,284        
Balance at end of period 2,556,253 2,785,964 2,556,253 2,785,964        
Total $ 2,550,602 $ 2,807,333 $ 2,550,602 $ 2,807,333