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Mortgage Servicing Rights - Summary of Retention and Purchase of MSRs (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Mortgage Servicing Rights [Line Items]      
MSR Fair Value $ 10,060 $ 64,725 $ 48,000
MSRs      
Mortgage Servicing Rights [Line Items]      
MSR Fair Value 25,362 95,281 $ 95,550
Associated Principal 2,926,572 9,119,764  
MSRs | Jumbo Loans      
Mortgage Servicing Rights [Line Items]      
MSR Fair Value 6,628 8,554  
Associated Principal 966,705 915,882  
MSRs | Jumbo Loans | Securitizations      
Mortgage Servicing Rights [Line Items]      
MSR Fair Value 6,451 8,202  
Associated Principal 939,861 882,860  
MSRs | Jumbo Loans | Loan Sales      
Mortgage Servicing Rights [Line Items]      
MSR Fair Value 177 352  
Associated Principal 26,844 33,022  
MSRs | Conforming Loans      
Mortgage Servicing Rights [Line Items]      
MSR Fair Value 18,734 86,727  
Associated Principal 1,959,867 8,203,882  
MSRs | Conforming Loans | Loan Sales      
Mortgage Servicing Rights [Line Items]      
MSR Fair Value 3,380 55,954  
Associated Principal 316,290 5,251,537  
MSRs | Conforming Loans | Loan Purchases      
Mortgage Servicing Rights [Line Items]      
MSR Fair Value 15,354 30,773  
Associated Principal $ 1,643,577 $ 2,952,345