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Mergers and Acquisitions - Summary of Purchase Price Allocation (Details) - USD ($)
$ in Thousands
Jan. 31, 2022
Sep. 30, 2022
Jan. 01, 2022
Dec. 31, 2021
Sep. 30, 2021
Dec. 31, 2020
Liabilities:            
Goodwill   $ 2,513,771   $ 538,373 $ 538,373 $ 538,373
ROU lease assets, location Premises and equipment, net          
Operating lease liabilities, location Accrued expenses and other liabilities          
Sterling            
Business Acquisition [Line Items]            
Total consideration $ 5,180,300          
Assets:            
Cash and due from banks 510,929          
Interest-bearing deposits 3,207          
Investment securities available-for-sale 4,429,948          
Federal Home Loan Bank and Federal Reserve Bank Stock 150,502          
Loans held for sale 23,517          
Unpaid principal balance, total loans and leases   20,816,348        
Total loans and leases 20,498,706          
Deferred tax assets, net (52,130)          
Premises and equipment 264,421          
Other intangible assets 210,100          
Bank-owned life insurance policies 645,510          
Accrued interest receivable and other assets 959,501          
Total assets acquired 27,644,211          
Liabilities:            
Non-interest-bearing deposits 6,620,248          
Interest-bearing deposits 16,643,755          
Securities sold under agreements to repurchase and other borrowings 27,184          
Long-term debt 516,881          
Accrued expenses and other liabilities 595,275          
Total liabilities assumed 24,403,343          
Net assets acquired 3,240,868          
Goodwill 1,939,432   $ 1,900,000      
ROU lease assets 100,000          
Operating lease liabilities 106,900          
Sterling | Commercial non-mortgage            
Assets:            
Unpaid principal balance, total loans and leases   5,570,782        
Total loans and leases 5,527,657          
Sterling | Asset-based            
Assets:            
Unpaid principal balance, total loans and leases   694,137        
Total loans and leases 683,958          
Sterling | Commercial real estate            
Assets:            
Unpaid principal balance, total loans and leases   6,790,600        
Total loans and leases 6,656,405          
Sterling | Multi-family            
Assets:            
Unpaid principal balance, total loans and leases   4,303,381        
Total loans and leases 4,255,906          
Sterling | Equipment financing            
Assets:            
Unpaid principal balance, total loans and leases   1,350,579        
Total loans and leases 1,314,311          
Sterling | Warehouse lending            
Assets:            
Unpaid principal balance, total loans and leases   647,767        
Total loans and leases 643,754          
Sterling | Residential            
Assets:            
Unpaid principal balance, total loans and leases   1,313,785        
Total loans and leases 1,281,637          
Sterling | Home equity            
Assets:            
Unpaid principal balance, total loans and leases   132,758        
Total loans and leases 122,553          
Sterling | Other consumer            
Assets:            
Unpaid principal balance, total loans and leases   $ 12,559        
Total loans and leases $ 12,525