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Parent Company Only Financial Information - Condensed Statements of Cash Flows (Details) - USD ($)
$ in Thousands
 3 Months Ended 12 Months Ended
Dec. 31, 2020
Sep. 30, 2020
Jun. 30, 2020
Mar. 31, 2020
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Net income $ 3,461 $ 14,331 $ 18,272 $ (1,390) $ 12,931 $ 10,724 $ 10,556 $ 7,068 $ 34,674 $ 41,279 $ 55,090
Deferred income tax                 (4,637) (3,895) (2,664)
Fair value adjustments for financial assets and financial liabilities                 2,142 5,353 4,122
Stock-based compensation expense                 6,450 7,763 7,016
Net cash provided by operating activities                 71,278 63,770 77,303
Cash used in acquisition of Empire                 (54,836) 0 0
Cash provided by acquisition of Empire                 86,340 0 0
Net cash provided by (used in) investing activities                 93,098 (194,769) (477,995)
Purchase of treasury stock                 (3,877) (2,656) (22,585)
Stock options exercised                   3 6
Net cash (used in) provided by financing activities                 (56,775) 62,225 467,707
Net increase (decrease) in cash and cash equivalents                 107,601 (68,774) 67,015
Cash and cash equivalents, beginning of year       49,787       118,561 49,787 118,561 51,546
Cash and cash equivalents, end of year 157,388       49,787       157,388 49,787 118,561
Holding Company                      
Net income                 34,674 41,279 55,090
Equity in undistributed earnings of the Bank                 36,981 (18,091) (29,547)
Deferred income tax                 (291) (769) (1,915)
Fair value adjustments for financial assets and financial liabilities                 85 2,725 4,769
Stock-based compensation expense                 6,450 7,763 7,016
Net change in operating assets and liabilities                 3,490 3,945 4,246
Net cash provided by operating activities                 81,389 36,852 39,659
Cash used in acquisition of Empire                 (54,836)    
Cash provided by acquisition of Empire                 15,769 0 0
Net cash provided by (used in) investing activities                 (39,067) 0 0
Purchase of treasury stock                 (3,877) (2,656) (22,585)
Cash dividends paid                 (24,813) (24,149) (22,927)
Stock options exercised                 0 3 6
Net cash (used in) provided by financing activities                 (28,690) (26,802) (45,506)
Net increase (decrease) in cash and cash equivalents                 13,632 10,050 (5,847)
Cash and cash equivalents, beginning of year       $ 14,401       $ 4,351 14,401 4,351 10,198
Cash and cash equivalents, end of year $ 28,033       $ 14,401       $ 28,033 $ 14,401 $ 4,351