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Business Combinations- Schedule of Changes to Goodwill Subsequent to Acquisition (Details) - USD ($)
$ in Thousands
9 Months Ended 12 Months Ended
Dec. 31, 2019
Dec. 31, 2019
Goodwill [Roll Forward]    
Goodwill, beginning balance   $ 166,007
Effect of adjustments   (2,665)
Goodwill, ending balance $ 472,828 472,828
Beneficial    
Goodwill [Roll Forward]    
Goodwill, beginning balance 309,486  
Goodwill, ending balance 306,821 $ 306,821
Cash | Beneficial    
Goodwill [Roll Forward]    
Effect of adjustments 246  
Loans | Beneficial    
Goodwill [Roll Forward]    
Effect of adjustments 911  
Premises and equipment | Beneficial    
Goodwill [Roll Forward]    
Effect of adjustments (741)  
Other assets | Beneficial    
Goodwill [Roll Forward]    
Effect of adjustments (416)  
Other liabilities | Beneficial    
Goodwill [Roll Forward]    
Effect of adjustments (1,331)  
Deferred income taxes | Beneficial    
Goodwill [Roll Forward]    
Effect of adjustments 1,007  
Deposits | Beneficial    
Goodwill [Roll Forward]    
Effect of adjustments 790  
Investment securities | Beneficial    
Goodwill [Roll Forward]    
Effect of adjustments $ (3,131)