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Loans and Leases - Portfolio of Loans Held for Investment by Credit Quality Indicator (Details) - USD ($)
$ in Thousands
Dec. 31, 2020
Dec. 31, 2019
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans [1] $ 42,821,790 $ 41,844,019
Multi-Family    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 32,236,385 31,158,672
Multi-Family | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 31,220,071 30,903,657
Multi-Family | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 566,756 239,664
Multi-Family | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 449,558 15,351
Commercial Real Estate    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 6,835,763 7,081,910
Commercial Real Estate | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 5,884,244 6,902,218
Commercial Real Estate | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 637,101 104,648
Commercial Real Estate | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 314,418 75,044
One-to-Four Family    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 235,989 380,361
One-to-Four Family | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 221,861 377,883
One-to-Four Family | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 12,436 748
One-to-Four Family | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 1,692 1,730
Acquisition, Development, and Construction    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 89,790 200,596
Acquisition, Development, and Construction | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 68,233 158,751
Acquisition, Development, and Construction | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 21,557 41,456
Acquisition, Development, and Construction | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans   389
Mortgage Receivable    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans [1] 39,397,927 38,821,539
Mortgage Receivable | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 37,394,409 38,342,509
Mortgage Receivable | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 1,237,850 386,516
Mortgage Receivable | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 765,668 92,514
Commercial and Industrial    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans [2],[3] 3,417,343 3,014,378
Commercial and Industrial | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans [3] 3,388,293 2,960,557
Commercial and Industrial | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans [3] 2,842 1,588
Commercial and Industrial | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans [3] 26,208 52,233
Other    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 6,520 8,102
Other | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 6,507 7,850
Other | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 13 252
Total Other Loans    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 3,423,863 3,022,480
Total Other Loans | Pass    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 3,394,800 2,968,407
Total Other Loans | Special Mention    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans 2,842 1,588
Total Other Loans | Substandard    
Financing Receivable, Recorded Investment [Line Items]    
Non-Covered Loans $ 26,221 $ 52,485
[1] Excludes accrued interest receivable of $219.1 million and $116.9 million at December 31, 2020 and December 31, 2019, respectively, which is included in other assets in the Consolidated Statements of Condition.
[2]

Includes specialty finance loans and leases of $3.0 billion and $2.6 billion, respectively, at December 31, 2020 and December 31, 2019, and other C&I loans of $393.3 million and $420.1 million, respectively, at December 31, 2020 and December 31, 2019.
[3] Includes lease financing receivables, all of which were classified as Pass.