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LOANS HELD FOR INVESTMENT, NET - Credit Quality Indicators (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2021
Dec. 31, 2020
Credit Risk Profile of Real Estate Loans [Abstract]    
Percentage of aggregate rental income 50.00%  
Loans $ 10,506,098 $ 5,622,044
2021 879,616  
2020 2,373,222  
2019 1,360,228  
2018 830,392  
2017 1,124,441  
2016 and Prior 3,043,267  
Revolving 724,519  
Revolving-Term 146,004  
Total 10,481,689  
One-to-four family residential and cooperative/condominium apartment    
Credit Risk Profile of Real Estate Loans [Abstract]    
2021 30,658  
2020 102,503  
2019 97,118  
2018 105,785  
2017 101,472  
2016 and Prior 188,043  
Revolving 55,025  
Revolving-Term 15,811  
Total 696,415  
One-to-four family residential and cooperative/condominium apartment | Pass [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2021 30,658  
2020 102,503  
2019 95,992  
2018 105,587  
2017 101,101  
2016 and Prior 177,780  
Revolving 54,179  
Revolving-Term 13,426  
Total 681,226  
One-to-four family residential and cooperative/condominium apartment | Special Mention [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2019 381  
2018 152  
2017 371  
2016 and Prior 5,106  
Revolving 846  
Revolving-Term 1,106  
Total 7,962  
One-to-four family residential and cooperative/condominium apartment | Substandard [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2019 745  
2018 46  
2016 and Prior 5,157  
Revolving-Term 1,279  
Total 7,227  
Multifamily residential and residential mixed-use    
Credit Risk Profile of Real Estate Loans [Abstract]    
2021 95,876  
2020 365,073  
2019 554,328  
2018 242,739  
2017 514,157  
2016 and Prior 1,784,829  
Revolving 10,194  
Revolving-Term 11  
Total 3,567,207  
Multifamily residential and residential mixed-use | Pass [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2021 95,876  
2020 365,073  
2019 518,902  
2018 215,459  
2017 464,424  
2016 and Prior 1,672,655  
Revolving 9,698  
Revolving-Term 11  
Total 3,342,098  
Multifamily residential and residential mixed-use | Special Mention [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2019 1,005  
2017 17,169  
2016 and Prior 17,057  
Total 35,231  
Multifamily residential and residential mixed-use | Substandard [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2019 34,421  
2018 27,280  
2017 32,564  
2016 and Prior 95,117  
Revolving 496  
Total 189,878  
Commercial real estate ("CRE")    
Credit Risk Profile of Real Estate Loans [Abstract]    
2021 184,029  
2020 872,325  
2019 610,966  
2018 419,212  
2017 440,167  
2016 and Prior 1,028,085  
Revolving 50,050  
Revolving-Term 26,453  
Total 3,631,287  
Commercial real estate ("CRE") | Pass [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2021 184,029  
2020 867,480  
2019 604,893  
2018 396,946  
2017 404,571  
2016 and Prior 978,940  
Revolving 50,050  
Revolving-Term 26,440  
Total 3,513,349  
Commercial real estate ("CRE") | Special Mention [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2020 4,256  
2019 2,673  
2018 9,031  
2017 13,536  
2016 and Prior 11,578  
Total 41,074  
Commercial real estate ("CRE") | Substandard [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2020 589  
2019 3,400  
2018 13,235  
2017 22,060  
2016 and Prior 37,567  
Revolving-Term 10  
Total 76,861  
Commercial real estate ("CRE") | Doubtful [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Revolving-Term 3  
Total 3  
Acquisition, development, and construction ("ADC")    
Credit Risk Profile of Real Estate Loans [Abstract]    
2021 8,105  
2020 39,106  
2019 23,599  
2018 11,597  
2017 5,615  
2016 and Prior 1,460  
Revolving 121,537  
Revolving-Term 43,151  
Total 254,170  
Acquisition, development, and construction ("ADC") | Pass [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2021 8,105  
2020 39,106  
2019 23,599  
2018 10,520  
2017 5,615  
2016 and Prior 1,355  
Revolving 121,537  
Revolving-Term 29,651  
Total 239,488  
Acquisition, development, and construction ("ADC") | Special Mention [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2018 1,077  
Revolving-Term 13,500  
Total 14,577  
Acquisition, development, and construction ("ADC") | Substandard [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2016 and Prior 105  
Total 105  
C&I [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2021 560,948  
2020 994,215  
2019 74,217  
2018 51,059  
2017 63,030  
2016 and Prior 40,850  
Revolving 487,713  
Revolving-Term 60,578  
Total 2,332,610  
C&I [Member] | Pass [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2021 560,948  
2020 991,821  
2019 71,898  
2018 44,089  
2017 47,108  
2016 and Prior 38,787  
Revolving 461,029  
Revolving-Term 42,082  
Total 2,257,762  
C&I [Member] | Special Mention [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2020 2,345  
2019 1,270  
2018 5,553  
2017 765  
2016 and Prior 559  
Revolving 22,566  
Revolving-Term 3,078  
Total 36,136  
C&I [Member] | Substandard [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2020 49  
2019 839  
2018 1,417  
2017 3,228  
2016 and Prior 1,314  
Revolving 4,118  
Revolving-Term 15,190  
Total 26,155  
C&I [Member] | Doubtful [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
2019 210  
2017 11,929  
2016 and Prior 190  
Revolving-Term 228  
Total 12,557  
Real estate    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans 8,149,079 4,978,195
Real estate | Pass [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   4,681,059
Real estate | Special Mention [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   83,761
Real estate | Substandard [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   213,375
Real estate | Doubtful [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   0
Real estate | One-to-four family residential and cooperative/condominium apartment    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans 696,415 184,989
Real estate | One-to-four family residential and cooperative/condominium apartment | Pass [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   183,293
Real estate | One-to-four family residential and cooperative/condominium apartment | Special Mention [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   0
Real estate | One-to-four family residential and cooperative/condominium apartment | Substandard [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   1,696
Real estate | One-to-four family residential and cooperative/condominium apartment | Doubtful [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   0
Real estate | Multifamily residential and residential mixed-use    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans 3,567,207 2,758,743
Real estate | Multifamily residential and residential mixed-use | Pass [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   2,523,258
Real estate | Multifamily residential and residential mixed-use | Special Mention [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   56,400
Real estate | Multifamily residential and residential mixed-use | Substandard [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   179,085
Real estate | Multifamily residential and residential mixed-use | Doubtful [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   0
Real estate | Commercial real estate ("CRE")    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans 3,631,287 1,878,167
Real estate | Commercial real estate ("CRE") | Pass [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   1,831,712
Real estate | Commercial real estate ("CRE") | Special Mention [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   13,861
Real estate | Commercial real estate ("CRE") | Substandard [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   32,594
Real estate | Commercial real estate ("CRE") | Doubtful [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   0
Real estate | Acquisition, development, and construction ("ADC")    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans 254,170 156,296
Real estate | Acquisition, development, and construction ("ADC") | Pass [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   142,796
Real estate | Acquisition, development, and construction ("ADC") | Special Mention [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   13,500
Real estate | Acquisition, development, and construction ("ADC") | Substandard [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   0
Real estate | Acquisition, development, and construction ("ADC") | Doubtful [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   0
Commercial and industrial ("C&I")    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans 2,332,610 641,533
Commercial and industrial ("C&I"), including SBA and PPP loans    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans 2,332,610 641,533
Commercial and industrial ("C&I"), including SBA and PPP loans | Pass [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   613,691
Commercial and industrial ("C&I"), including SBA and PPP loans | Special Mention [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   2,131
Commercial and industrial ("C&I"), including SBA and PPP loans | Substandard [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   13,315
Commercial and industrial ("C&I"), including SBA and PPP loans | Doubtful [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   12,396
Real Estate Loans and C & I Loans [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   5,619,728
Real Estate Loans and C & I Loans [Member] | Pass [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   5,294,750
Real Estate Loans and C & I Loans [Member] | Special Mention [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   85,892
Real Estate Loans and C & I Loans [Member] | Substandard [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   226,690
Real Estate Loans and C & I Loans [Member] | Doubtful [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   12,396
Other loans    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans 24,409 2,316
Other loans | Credit Risk Profile [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans 24,409  
Other loans | Performing [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   2,315
Other loans | Performing [Member] | Credit Risk Profile [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans 24,310  
Other loans | Non-Accrual [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans   $ 1
Other loans | Non-Accrual [Member] | Credit Risk Profile [Member]    
Credit Risk Profile of Real Estate Loans [Abstract]    
Loans $ 99