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Loans and Leases - Quality of Loans Held for Investment (Details) - USD ($) $ in Thousands | Jun. 30, 2020 | Dec. 31, 2019 | Jun. 30, 2019
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Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Loans Receivable |  | $ 42,245,895 | $ 41,844,019 |
Multi-Family |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Loans Receivable |  | 31,597,075 | 31,158,672 |
Commercial Real Estate |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Loans Receivable |  | 6,929,883 | 7,081,910 |
One-to-Four Family |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Loans Receivable |  | 320,740 | 380,361 |
Acquisition, Development, and Construction |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Loans Receivable |  | 126,402 | 200,596 |
Commercial and Industrial |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Non- Accrual Loans |  | 6,400 |  | $ 3,300
Total Loans Receivable | [1],[2] | 3,265,072 | 3,014,378 |
Other |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Loans Receivable |  | 6,723 | 8,102 |
Non-Covered Loans |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Past Due Loans |  | 55,806 | 64,963 |
Non- Accrual Loans |  | 53,671 | 61,243 |
Current Loans |  | 42,134,283 | 41,779,056 |
Total Loans Receivable |  | 42,245,895 | 41,844,019 |
Non-Covered Loans | Financing Receivable, 30-89 Days Past Due |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Past Due Loans |  | 2,135 | 3,720 |
Non-Covered Loans | Multi-Family |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Past Due Loans |  | 6,699 | 6,538 |
Non- Accrual Loans |  | 6,316 | 5,407 |
Current Loans |  | 31,583,677 | 31,152,134 |
Total Loans Receivable |  | 31,597,075 | 31,158,672 |
Non-Covered Loans | Multi-Family | Financing Receivable, 30-89 Days Past Due |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Past Due Loans |  | 383 | 1,131 |
Non-Covered Loans | Commercial Real Estate |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Past Due Loans |  | 16,509 | 17,375 |
Non- Accrual Loans |  | 16,183 | 14,830 |
Current Loans |  | 6,896,865 | 7,064,535 |
Total Loans Receivable |  | 6,929,883 | 7,081,910 |
Non-Covered Loans | Commercial Real Estate | Financing Receivable, 30-89 Days Past Due |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Past Due Loans |  | 326 | 2,545 |
Non-Covered Loans | One-to-Four Family |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Past Due Loans |  | 3,077 | 1,730 |
Non- Accrual Loans |  | 1,716 | 1,730 |
Current Loans |  | 314,586 | 378,631 |
Total Loans Receivable |  | 320,740 | 380,361 |
Non-Covered Loans | One-to-Four Family | Financing Receivable, 30-89 Days Past Due |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Past Due Loans |  | 1,361 |  |
Non-Covered Loans | Acquisition, Development, and Construction |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Current Loans |  | 126,402 | 200,596 |
Total Loans Receivable |  | 126,402 | 200,596 |
Non-Covered Loans | Commercial and Industrial |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Past Due Loans |  | 29,454 | 39,024 |
Non- Accrual Loans |  | 29,454 | 39,024 |
Current Loans |  | 3,206,164 | 2,975,354 |
Total Loans Receivable |  | 3,265,072 | 3,014,378 |
Non-Covered Loans | Other |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Past Due Loans |  | 67 | 296 |
Non- Accrual Loans |  | 2 | 252 |
Current Loans |  | 6,589 | 7,806 |
Total Loans Receivable |  | 6,723 | 8,102 |
Non-Covered Loans | Other | Financing Receivable, 30-89 Days Past Due |  |  |  |
Financing Receivable, Recorded Investment, Past Due [Line Items] |  |  |  |
Total Past Due Loans |  | $ 65 | $ 44 |
[1] | Includes lease financing receivables, all of which were classified as Pass
[2] | Includes specialty finance loans and leases of $2.9 billion and $2.6 billion, respectively, at June 30, 2020 and December 31, 2019, and other C&I loans of $380.9 million and $420.1 million, respectively, at June 30, 2020 and December 31, 2019.

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