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Description of Business and Summary of Significant Accounting Policies (Details)
1 Months Ended 12 Months Ended
May 18, 2018
May 31, 2016
Dec. 31, 2018
USD ($)
branch
Segment
$ / shares
shares
Dec. 31, 2017
USD ($)
$ / shares
shares
Jan. 01, 2019
USD ($)
Basis of Financial Statement Presentation [Abstract]          
Number of additional branch office locations | branch     7    
Income Taxes [Abstract]          
Recognize interest, related to income tax     $ 0 $ 0  
Recognize penalties, related to income tax     0 0  
Uncertain tax positions     $ 0 0  
Segment Reporting [Abstract]          
Number of reportable segments | Segment     1    
Investment securities:          
Net unrealized gains (losses) arising during the period     $ (624,000) 331,000  
Less: Amounts reclassified from accumulated other comprehensive income     0 (44,000)  
Tax impact on unrealized gain (loss)     148,000 (156,000)  
Reclassification of prior tax effects     (27,000) 0  
Total unrealized (losses) gains on investment securities     (503,000) 219,000  
Basic earnings per common share          
Net income available to common shareholders     $ 24,378,000 $ 10,751,000  
Basic weighted-average common shares outstanding (in shares) | shares     9,629,467 8,423,532  
Basic earnings per common share (in dollars per share) | $ / shares     $ 2.53 $ 1.28  
Diluted earnings per common share          
Net income available to common shareholders     $ 24,378,000 $ 10,751,000  
Dividend on Preferred Series B     446,000 1,119,000  
Net income attributable to diluted common shares     $ 24,824,000 $ 11,870,000  
Basic weighted-average common shares outstanding (in shares) | shares     9,629,467 8,423,532  
Dilutive potential common shares (in shares) | shares     1,281,877 2,092,067  
Diluted weighted-average common shares outstanding (in shares) | shares     10,911,344 10,515,599  
Diluted earnings per common share (in dollars per share) | $ / shares     $ 2.28 $ 1.13  
Common stock, dividend rate, percentage 10.00% 10.00%      
Number of retail branch locations | branch     3    
Common Stock Options          
Diluted earnings per common share          
Securities not included in the computation of diluted EPS (in shares) | shares     46,500 0  
Computers and Software          
Company Premises and Equipment [Abstract]          
Estimated useful lives     3 years    
Equipment | Minimum          
Company Premises and Equipment [Abstract]          
Estimated useful lives     5 years    
Equipment | Maximum          
Company Premises and Equipment [Abstract]          
Estimated useful lives     10 years    
Building          
Company Premises and Equipment [Abstract]          
Estimated useful lives     40 years    
Land Lease For Retail Location          
Diluted earnings per common share          
Lease term     99 years    
Accounting Standards Update 2018-02          
Diluted earnings per common share          
Cumulative effect on retained earnings     $ 27,000    
Parke Direct Lending LLC          
Basis of Financial Statement Presentation [Abstract]          
Ownership interest in joint venture (in hundredths)     51.00%    
Subsequent Event | Accounting Standards Update 2016-02          
Diluted earnings per common share          
Operating lease, right-of-use asset         $ 1,300,000
Operating lease, liability         $ 1,300,000