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Borrowed Funds - Additional Information (Details) - USD ($)
1 Months Ended 3 Months Ended 12 Months Ended
Mar. 29, 2020
Jun. 30, 2019
Mar. 31, 2015
Jun. 30, 2014
Mar. 31, 2020
Dec. 31, 2019
Mar. 29, 2019
Borrowed Funds [Line Items]              
Unregistered multi tranche debt Transactions       $ 245,000,000      
Unregistered debt transactions     $ 50,000,000        
Subordinated debt         $ 183,032,000 $ 182,712,000  
Subordinate debt capital treatment achievement period         10 years    
FHLB advances         $ 100,000,000 100,000,000  
FHLB borrowing availability         1,300,000,000    
Irrevocable letter of credit         566,000,000 391,000,000  
Notes payable         $ 2,102,000 2,078,000  
Holding Company Revolving Loan Facility | Revolving Credit Facility              
Borrowed Funds [Line Items]              
Debt instrument, maturity date Mar. 29, 2021       Mar. 29, 2020    
Borrowings         $ 0    
Line of credit facility, borrowing capacity             $ 100,000,000
Linscomb & Williams, Inc. | Wealth & Pension Services Group, Inc.              
Borrowed Funds [Line Items]              
Notes payable         2,100,000    
FRB              
Borrowed Funds [Line Items]              
Borrowings         0 $ 0  
Public Fund Treasury Management Deposit              
Borrowed Funds [Line Items]              
Variable letter of credit         $ 500,000,000    
Municipal Deposits              
Borrowed Funds [Line Items]              
Letter of credit expiration date         Jul. 20, 2020    
Commercial Loans | FRB              
Borrowed Funds [Line Items]              
Collateralized borrowings from FRB         $ 805,700,000    
Commercial and Residential Real Estate Loan              
Borrowed Funds [Line Items]              
FHLB advances collateral amount         $ 1,900,000,000    
4.75% Fixed to Floating Rate Subordinated Notes Due 2029              
Borrowed Funds [Line Items]              
Aggregate principle amount   $ 85,000,000          
Debt instrument, interest rate   4.75%          
4.875% Senior Notes, Due June 28, 2019              
Borrowed Funds [Line Items]              
Debt instrument, interest rate   4.875%          
Debt instrument, maturity date         Jun. 28, 2019    
Subordinated debt maturity period         4 years    
5.375% Senior Notes, Due June 28, 2021              
Borrowed Funds [Line Items]              
Debt instrument, interest rate         5.375% 5.375%  
Debt instrument, maturity date         Jun. 28, 2021 Jun. 28, 2021  
Subordinated debt maturity period         7 years    
7.250% Subordinated Notes, Due June 28, 2029, Callable in 2024              
Borrowed Funds [Line Items]              
Debt instrument, interest rate         7.25% 7.25%  
Debt instrument, maturity date         Jun. 28, 2029 Jun. 28, 2029  
Subordinated debt maturity period         15 years    
Subordinated debt         $ 35,000,000    
Call option period         10 years    
6.250% Subordinated Notes, Due June 28, 2029, Callable in 2024              
Borrowed Funds [Line Items]              
Debt instrument, interest rate         6.25% 6.25%  
Debt instrument, maturity date         Jun. 28, 2029 Jun. 28, 2029  
Subordinated debt maturity period         15 years    
Subordinated debt         $ 25,000,000    
Call option period         10 years    
4.750% Subordinated Notes, Due June 2029, Callable in 2024              
Borrowed Funds [Line Items]              
Debt instrument, interest rate         4.75% 4.75%  
Debt instrument, maturity date         Jun. 30, 2029 Jun. 30, 2029  
Subordinated debt maturity period         10 years    
Subordinated debt         $ 85,000,000    
Call option period         5 years    
6.500% Subordinated Notes, Due March 2025, Callable in 2020              
Borrowed Funds [Line Items]              
Debt instrument, interest rate         6.50% 6.50%  
Debt instrument, maturity date         Mar. 31, 2025 Mar. 31, 2025  
Subordinated debt         $ 40,000,000    
Call option period         5 years    
Expiration on June 02, 2020 | Harris County Deposits              
Borrowed Funds [Line Items]              
Irrevocable letter of credit         $ 60,000,000    
Letter of credit expiration date         Jun. 02, 2020    
Expiration on April 16, 2020 | Public Fund Treasury Management Deposit              
Borrowed Funds [Line Items]              
Letter of credit expiration date         Apr. 16, 2020    
Letter of credit expiration period         45 days    
Letter of credit extended expiration term         1 year    
Letter of Credit | Municipal Deposits              
Borrowed Funds [Line Items]              
Borrowings         $ 6,000,000