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Income Taxes - Components of deferred tax assets and liabilities (Details) - USD ($) $ in Thousands | Dec. 31, 2018 | Dec. 31, 2017
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Deferred tax assets: |  |
Purchase accounting fair value adjustment | $ 16,239 | $ 21,508
Statutory bad debt deduction less than financial statement provision | 22,904 | 20,162
Net operating loss carry-forward | 2,092 | 2,351
Investment security provision | 593 | 593
State tax deductions | 4,240 | 4,304
Accrued compensation | 148 | 149
Deferred compensation | 175 | 214
Mark to market on loans held for sale | 260 | 764
Depreciation | 202 | 221
Nonaccrual loan interest | 6,027 | 6,272
Other real estate owned | 585 | 1,753
FDIC loss share receivable | 0 | 362
Unrealized loss on securities available for sale | 13,631 | 8,961
Non-qualified stock option and restricted share expense | 1,420 | 1,339
Goodwill | 117 | 203
Lease expense | 60 | 0
Other | 2,013 | 3,053
Total deferred tax assets, gross | 70,706 | 72,209
Deferred tax liabilities: |  |
FHLB stock dividends | (617) | (695)
Deferred loan costs | (6,816) | (5,857)
State taxes deferred and other | (2,655) | (3,229)
Prepaid expenses | (1,802) | (1,542)
Amortization of intangibles | (4,524) | (5,236)
Lease expense | 0 | (447)
Other | (3,379) | 0
Total deferred tax liabilities, gross | (19,793) | (17,006)
Net deferred tax assets: | $ 50,913 | $ 55,203

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