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Quarterly Results of Operations (Unaudited) (Details) - USD ($)
$ / shares in Units, $ 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
Quarterly Financial Information Disclosure [Abstract]                      
Interest income $ 180,824 $ 181,991 $ 144,122 $ 123,789 $ 129,846 $ 132,604 $ 132,414 $ 131,243 $ 630,726 $ 526,107 $ 448,423
Interest expense 12,626 15,445 13,830 14,614 16,927 20,269 21,773 19,837 56,515 78,806 55,712
Provision for credit losses 1,517 4,210 160,635 25,454 2,297 1,562 334 1,526      
Noninterest income 23,194 26,758 6,898 14,475 9,801 11,430 6,324 7,681 71,325 35,236 31,027
Noninterest expense 99,939 98,579 115,970 66,631 66,216 65,336 63,936 63,577 381,119 259,065 249,905
Income tax expense (benefit) 22,800 23,949 (40,324) 5,825 13,109 15,492 14,168 15,266 12,250 58,035 42,240
Net income $ 67,136 $ 66,566 $ (99,091) $ 25,740 $ 41,098 $ 41,375 $ 38,527 $ 38,718 $ 60,351 $ 159,718 $ 123,340
Earnings (loss) per share:                      
Basic (in dollars per share) $ 0.71 $ 0.71 $ (1.41) $ 0.43 $ 0.69 $ 0.69 $ 0.62 $ 0.62 $ 0.75 $ 2.62 $ 2.29
Diluted (in dollars per share) $ 0.71 $ 0.70 $ (1.41) $ 0.43 $ 0.69 $ 0.69 $ 0.62 $ 0.62 $ 0.75 $ 2.60 $ 2.26