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Loans and Leases - Portfolio of Loans Held for Investment by Credit Quality Indicator (Details) - USD ($)
$ in Thousands
Mar. 31, 2021
Dec. 31, 2020
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans $ 43,061,670 $ 42,821,790
Multi-Family    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 32,195,256 32,236,385
Multi-Family | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 30,647,027 31,220,071
Multi-Family | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 875,091 566,756
Multi-Family | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 673,138 449,558
Commercial Real Estate    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 7,027,236 6,835,763
Commercial Real Estate | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 5,867,168 5,884,244
Commercial Real Estate | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 785,007 637,101
Commercial Real Estate | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 375,061 314,418
One-to-Four Family    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 208,108 235,989
One-to-Four Family | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 194,220 221,861
One-to-Four Family | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 5,354 12,436
One-to-Four Family | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 8,534 1,692
Acquisition, Development, and Construction    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 115,947 89,790
Acquisition, Development, and Construction | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 101,958 68,233
Acquisition, Development, and Construction | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 13,989 21,557
Mortgage Receivable    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans [1] 39,546,547 39,397,927
Mortgage Receivable | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 36,810,373 37,394,409
Mortgage Receivable | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 1,679,441 1,237,850
Mortgage Receivable | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 1,056,733 765,668
Commercial and Industrial    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans [3] 3,509,530 [2] 3,417,343 [4]
Commercial and Industrial | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 3,450,432 [2] 3,388,293 [4]
Commercial and Industrial | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 2,071 [2] 2,842 [4]
Commercial and Industrial | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 57,027 [2] 26,208 [4]
Other    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 5,593 6,520
Other | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 5,589 6,507
Other | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 4 13
Total Other Loans    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 3,515,123 3,423,863
Total Other Loans | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 3,456,021 3,394,800
Total Other Loans | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 2,071 2,842
Total Other Loans | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans $ 57,031 $ 26,221
[1] Excludes accrued interest receivable of $219.0 million and $219.1 million at March 31, 2021 and December 31, 2020, respectively, which is included in other assets in the Consolidated Statements of Condition.
[2] Includes lease financing receivables, all of which were classified as Pass.
[3] Includes specialty finance loans and leases of $3.2 billion and $3.0 billion, respectively, at March 31, 2021 and December 31, 2020, and other C&I loans of $350.8 million and $393.3 million, respectively, at March 31, 2021 and December 31, 2020.
[4] Includes lease financing receivables, all of which were classified as Pass.