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Loans Held for Investment - Allowance (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Changes in the allowance for loan losses        
Balance, beginning of the year $ 106,739 $ 58,809 $ 61,136 $ 59,486
Provision for (reversal of) credit losses 66,026 (672) 100,575 279
Loans charged off (17,185) (3,311) (19,220) (5,611)
Recoveries on charged off loans 803 351 1,330 1,023
Balance, end of the year 156,383 55,177 156,383 55,177
ASU 2016-13        
Changes in the allowance for loan losses        
Balance, beginning of the year     73,700  
ASU 2016-13 | Restatement        
Changes in the allowance for loan losses        
Balance, beginning of the year     12,562  
Commercial Real Estate        
Changes in the allowance for loan losses        
Balance, beginning of the year 53,939 26,845 31,595 27,100
Provision for (reversal of) credit losses 56,875 (1,731) 71,350 (1,986)
Loans charged off (4,274)   (4,488)  
Recoveries on charged off loans 11   21  
Balance, end of the year 106,551 25,114 106,551 25,114
Commercial Real Estate | ASU 2016-13 | Restatement        
Changes in the allowance for loan losses        
Balance, beginning of the year     8,073  
Commercial | Commercial And Industrial        
Changes in the allowance for loan losses        
Balance, beginning of the year 38,550 21,268 17,964 21,980
Provision for (reversal of) credit losses 5,176 1,254 23,622 1,712
Loans charged off (12,544) (2,430) (13,984) (4,248)
Recoveries on charged off loans 681 322 1,068 970
Balance, end of the year 31,863 20,414 31,863 20,414
Commercial | Commercial And Industrial | ASU 2016-13 | Restatement        
Changes in the allowance for loan losses        
Balance, beginning of the year     3,193  
Construction and land development        
Changes in the allowance for loan losses        
Balance, beginning of the year 6,360 5,908 4,878 6,061
Provision for (reversal of) credit losses 2,031 (1,512) 2,938 (1,665)
Loans charged off     (2)  
Recoveries on charged off loans 2   2  
Balance, end of the year 8,393 4,396 8,393 4,396
Construction and land development | ASU 2016-13 | Restatement        
Changes in the allowance for loan losses        
Balance, beginning of the year     577  
1 - 4 family residential        
Changes in the allowance for loan losses        
Balance, beginning of the year 6,365 4,331 6,386 3,956
Provision for (reversal of) credit losses 1,199 1,447 1,400 1,836
Loans charged off (170) (871) (373) (899)
Recoveries on charged off loans 5 17 15 31
Balance, end of the year 7,399 4,924 7,399 4,924
1 - 4 family residential | ASU 2016-13 | Restatement        
Changes in the allowance for loan losses        
Balance, beginning of the year     (29)  
Consumer        
Changes in the allowance for loan losses        
Balance, beginning of the year 1,203 409 265 267
Provision for (reversal of) credit losses 319 (128) 565 458
Loans charged off (197) (10) (373) (464)
Recoveries on charged off loans 104 12 224 22
Balance, end of the year 1,429 283 1,429 283
Consumer | ASU 2016-13 | Restatement        
Changes in the allowance for loan losses        
Balance, beginning of the year     748  
Broker-dealer        
Changes in the allowance for loan losses        
Balance, beginning of the year 322 48 48 122
Provision for (reversal of) credit losses 426 (2) 700 (76)
Balance, end of the year $ 748 $ 46 $ 748 $ 46