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Recently Issued Accounting Pronouncements (Details) - USD ($)
$ in Thousands
Mar. 31, 2020
Jan. 01, 2020
Dec. 31, 2019
Mar. 31, 2019
Dec. 31, 2018
New Accounting Pronouncements or Change in Accounting Principle [Line Items]          
Decrease to retained earnings $ 361,242 $ 396,051 $ 396,051    
Allowance for credit losses on loans 115,422   35,698 $ 37,856 $ 36,072
Deferred income taxes, net 15,249   0    
Loans held for investment 8,754,869   8,722,311    
Allowance for credit losses on off-balance sheet credit exposures   3,279      
Operating lease liabilities 56,252   46,498    
Operating lease right of use assets 52,572   43,177    
Commercial loans          
New Accounting Pronouncements or Change in Accounting Principle [Line Items]          
Allowance for credit losses on loans   20,118      
Loans held for investment $ 2,023,027   $ 1,975,053    
Accounting Standards Update 2016-13          
New Accounting Pronouncements or Change in Accounting Principle [Line Items]          
Decrease to retained earnings   (45,600)      
Allowance for credit losses on loans   64,000      
Deferred income taxes, net   18,300      
Loans held for investment   55,700      
Allowance for credit losses on off-balance sheet credit exposures   8,300      
Accounting Standards Update 2016-13 | Commercial loans | Investor loans secured by real estate          
New Accounting Pronouncements or Change in Accounting Principle [Line Items]          
Allowance for credit losses on loans   16,100      
Accounting Standards Update 2016-13 | Commercial loans | Business loans secured by real estate          
New Accounting Pronouncements or Change in Accounting Principle [Line Items]          
Allowance for credit losses on loans   27,600      
Accounting Standards Update 2016-13 | Commercial loans | Commercial loans          
New Accounting Pronouncements or Change in Accounting Principle [Line Items]          
Allowance for credit losses on loans   9,500      
Accounting Standards Update 2016-13 | Consumer loans | Retail loans          
New Accounting Pronouncements or Change in Accounting Principle [Line Items]          
Allowance for credit losses on loans   $ 2,500