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Loans Held for Sale - Summary of Activity in Balance of Loans Held for Sale, at Lower of Cost or Fair Value (Details) - USD ($)
$ in Thousands
 12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Movement In Loans Held For Sale At Fair Value [Roll Forward]      
Beginning balance $ 24,096 [1] $ 29,374 [1] $ 104,992
Purchases 770,563 1,016,791 1,878,561
Proceeds from sales (569,718) (861,569) (1,699,427)
Principal collections (15,413) (10,207) (22,607)
Receivables, net (155,586) (171,797) (256,336)
Real estate owned (Other assets) (2,355) (875) (7,675)
Loans held for sale - Fair value 0 0 (3,266)
Gain on sale of loans 3,659 11,683 24,565
(Increase) decrease in valuation allowance (4,251) 2,746 4,594
Other 15,102 7,950 5,973
Ending balance [1] $ 66,097 $ 24,096 $ 29,374
[1] At December 31, 2018, 2017 and 2016, the balances include $51.8 million, $19.6 million and $24.8 million, respectively, of loans that we repurchased from Ginnie Mae guaranteed securitizations pursuant to Ginnie Mae servicing guidelines. We may repurchase loans that have been modified, to facilitate loss reduction strategies, or as otherwise obligated as a Ginnie Mae servicer. Repurchased loans may be modified or otherwise remediated through loss mitigation activities, may be sold to a third party, or are reclassified to receivables.