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Variable Interest Entities - Summary of Variable Interest Entities (Details) - USD ($)
$ in Thousands
Jun. 30, 2020
Dec. 31, 2019
Variable Interest Entity [Line Items]    
Investment securities available-for-sale $ 2,336,066 $ 1,368,384
Accrued expenses and other liabilities 343,353 131,367
Other assets 344,786 154,992
Total assets 20,517,074 11,776,012
Liabilities 17,862,427 9,763,418
Variable Interest Entity, Not Primary Beneficiary    
Variable Interest Entity [Line Items]    
Maximum loss 246,905 32,466
Total assets 215,494 53,880
Liabilities 19,953 21,414
Variable Interest Entity, Not Primary Beneficiary | Multifamily Loan Securitization    
Variable Interest Entity [Line Items]    
Investment securities available-for-sale 119,932 0
Accrued expenses and other liabilities 463 0
Variable Interest Entity, Not Primary Beneficiary | Multifamily Loan Securitization, Asset    
Variable Interest Entity [Line Items]    
Maximum loss 119,932 0
Variable Interest Entity, Not Primary Beneficiary | Multifamily Loan Securitization, Liability    
Variable Interest Entity [Line Items]    
Maximum loss 50,901 0
Variable Interest Entity, Not Primary Beneficiary | Affordable Housing Partnership    
Variable Interest Entity [Line Items]    
Accrued expenses and other liabilities 19,490 21,414
Other assets 95,562 53,880
Variable Interest Entity, Not Primary Beneficiary | Affordable Housing Partnership, Asset    
Variable Interest Entity [Line Items]    
Maximum loss 76,072 32,466
Variable Interest Entity, Not Primary Beneficiary | Affordable Housing Partnership, Liability    
Variable Interest Entity [Line Items]    
Maximum loss $ 0 $ 0