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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, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Net income $ 12,931 $ 10,724 $ 10,556 $ 7,068 $ 12,422 $ 17,333 $ 13,923 $ 11,412 $ 41,279 $ 55,090 $ 41,121
Deferred income tax benefit                 (3,895) (2,664) 8,735
Fair value adjustments for financial assets and financial liabilities                 5,353 4,122 3,465
Stock-based compensation expense                 7,763 7,016 5,990
Net cash provided by operating activities                 63,770 77,303 83,526
Proceeds from sales and calls of securities available for sale                 65,493 128,474 194,799
Net cash used in investing activities                 (194,769) (477,995) (254,114)
Purchase of treasury stock                 (2,656) (22,585) (9,290)
Stock options exercised                 3 6  
Net cash provided by financing activities                 62,225 467,707 186,277
Net (decrease) increase in cash and cash equivalents                 (68,774) 67,015 15,689
Cash and cash equivalents, beginning of year       118,561       51,546 118,561 51,546 35,857
Cash and cash equivalents, end of year 49,787       118,561       49,787 118,561 51,546
Holding Company [Member]                      
Net income                 41,279 55,090 41,121
Equity in undistributed earnings of the Bank                 (18,091) (29,547) (22,307)
Deferred income tax benefit                 (769) (1,915) (3,990)
Fair value adjustments for financial assets and financial liabilities                 2,725 4,769 2,903
Stock-based compensation expense                 7,763 7,016 5,990
Net change in operating assets and liabilities                 3,945 4,246 2,453
Net cash provided by operating activities                 36,852 39,659 26,170
Proceeds from sales and calls of securities available for sale                 0 0 300
Net cash used in investing activities                 0 0 300
Purchase of treasury stock                 (2,656) (22,585) (9,290)
Cash dividends paid                 (24,149) (22,927) (20,954)
Stock options exercised                 3 6 0
Net cash provided by financing activities                 (26,802) (45,506) (30,244)
Net (decrease) increase in cash and cash equivalents                 10,050 (5,847) (3,774)
Cash and cash equivalents, beginning of year       $ 4,351       $ 10,198 4,351 10,198 13,972
Cash and cash equivalents, end of year $ 14,401       $ 4,351       $ 14,401 $ 4,351 $ 10,198