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Allowance for Credit Losses and Credit Quality Information - Summary of Nonaccrual and Past Due Loans (Details) - USD ($)
$ in Thousands
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing $ 44,846 $ 48,833  
Accruing Current Balances 8,927,923 8,365,872  
Nonaccrual Loans 41,908    
Total Loans 9,014,677 8,464,562  
Acquired Impaired Loans   26,935  
Nonaccrual Loans $ 13 22,922  
Ending balance   $ 8,464,562 $ 4,894,257
Percent past due 0.50% 0.58%  
Accruing Current Balances, % of Total Loans 99.04% 98.83%  
Percent of Nonaccrual Loans With No Allowance for Credit Losses 0.46%    
Acquired Impaired Loans, % of Total Loans   0.32%  
Nonaccrual Loans, % of Total Loans   0.27%  
% of Total Loans 100.00%    
% of Total Loans   100.00%  
Reverse mortgage, fair value $ 10,100 $ 16,600 16,500
Acquired nonimpaired loans   3,221,316 429,982
30–89 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing $ 28,152 $ 32,683  
Percent past due 0.31% 0.39%  
Greater Than 90 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing $ 16,694 $ 16,150  
Percent past due 0.19% 0.19%  
Total Commercial      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Acquired nonimpaired loans   $ 2,200,000  
Residential      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing $ 3,074 7,170  
Accruing Current Balances 758,072 980,893  
Nonaccrual Loans 3,247    
Total Loans 764,393 999,879  
Acquired Impaired Loans   7,326  
Nonaccrual Loans   4,490  
Ending balance   999,879 201,550
Acquired nonimpaired loans   834,820 57,708
Residential | 30–89 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 3,049 6,733  
Residential | Greater Than 90 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 25 437  
Consumer      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 19,390 25,909  
Accruing Current Balances 1,144,217 1,098,980  
Nonaccrual Loans 2,310    
Total Loans 1,165,917 1,128,731  
Acquired Impaired Loans   2,127  
Nonaccrual Loans   1,715  
Ending balance   1,128,731 680,939
Acquired nonimpaired loans   219,413 21,745
Consumer | 30–89 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 8,355 13,164  
Consumer | Greater Than 90 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 11,035 12,745  
Commercial and industrial(1) | Total Commercial      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 10,965 8,327  
Accruing Current Balances 2,924,522 2,214,506  
Nonaccrual Loans 13,816    
Total Loans 2,949,303 2,235,428  
Acquired Impaired Loans   1,564  
Nonaccrual Loans   11,031  
Ending balance   2,235,428 1,472,489
Acquired nonimpaired loans   603,157 89,970
Commercial and industrial(1) | Total Commercial | 30–89 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 7,313 6,289  
Commercial and industrial(1) | Total Commercial | Greater Than 90 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 3,652 2,038  
Owner-occupied commercial | Total Commercial      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 4,012 2,329  
Accruing Current Balances 1,323,355 1,283,320  
Nonaccrual Loans 5,360    
Total Loans 1,332,727 1,296,466  
Acquired Impaired Loans   6,757  
Nonaccrual Loans   4,060  
Ending balance   1,296,466 1,059,974
Acquired nonimpaired loans   313,955 112,386
Owner-occupied commercial | Total Commercial | 30–89 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 3,120 1,498  
Owner-occupied commercial | Total Commercial | Greater Than 90 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 892 831  
Commercial mortgages | Total Commercial      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 7,034 5,098  
Accruing Current Balances 2,061,853 2,207,582  
Nonaccrual Loans 17,175    
Total Loans 2,086,062 2,222,976  
Acquired Impaired Loans   8,670  
Nonaccrual Loans   1,626  
Ending balance   2,222,976 1,162,739
Acquired nonimpaired loans   1,107,379 145,648
Commercial mortgages | Total Commercial | 30–89 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 5,944 4,999  
Commercial mortgages | Total Commercial | Greater Than 90 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 1,090 99  
Construction | Total Commercial      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 371 0  
Accruing Current Balances 715,904 580,591  
Nonaccrual Loans 0    
Total Loans 716,275 581,082  
Acquired Impaired Loans   491  
Nonaccrual Loans   0  
Ending balance   581,082 316,566
Acquired nonimpaired loans   142,592 $ 2,525
Construction | Total Commercial | 30–89 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 371 0  
Construction | Total Commercial | Greater Than 90 Days Past Due and Still Accruing      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing 0 0  
Student loans | Consumer      
Financing Receivable, Recorded Investment, Past Due [Line Items]      
Past Due And Still Accruing $ 18,200 $ 22,300