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Income Taxes - Schedule of Income Tax Reconciliation (Details) - USD ($) $ in Thousands | 12 Months Ended
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Dec. 31, 2021 | Dec. 31, 2020 | Dec. 31, 2019
Income Tax Disclosure [Abstract] |  |  |
Income before provision for income taxes | $ 142,241 | $ 81,042 | $ 107,358
Federal income tax, at statutory rates | 21.00% | 21.00% | 21.00%
Computed “expected” federal income tax expense | $ 29,871 | $ 17,019 | $ 22,545
Increase (decrease) in federal income tax expense resulting from |  |  |
State income taxes, net of federal benefit | 7,223 | 3,751 | 583
Earnings on BOLI | (1,435) | (1,349) | (1,138)
Tax exempt interest | (768) | (1,161) | (665)
Merger related expenses | 24 | 138 | 297
Stock compensation | (110) | (136) | (386)
Revaluation of state deferred tax asset | 0 | 0 | (2,205)
Reclassification of certain tax effect from accumulated other comprehensive income | (173) | (204) | (221)
Research and development and other credits | (475) | 0 | 0
Dividends received deduction | (510) | 0 | 0
Other items, net | (1,482) | (325) | (26)
Total provision for income taxes | $ 32,165 | $ 17,733 | $ 18,784

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