- 46 -                                                 
                  Respondent abused her discretion because petitioner has                             
            convinced us that the retailers’ shrinkage method was more                                
            accurate in reflecting taxable income than was respondent’s                               
            method.  If, indeed, shrinkage is a function of sales, our                                
            conclusion would not change, because, on that basis also, the                             
            retailers’ shrinkage method is more accurate than respondent’s                            
            method.                                                                                   
                  In sum, we conclude that respondent abused her discretion in                        
            determining that the retailers' shrinkage method does not clearly                         
            reflect income because the retailers' shrinkage method more                               
            clearly reflects income when compared to respondent's method                              
            based on an allocation of cross-year inventory shrinkage losses                           
            as a function of time.  In addition, the frequency of the                                 
            retailers' physical inventories and the uniform and consistent                            
            application of the retailers' shrinkage method insured correction                         
            of overestimates on a regular basis and promoted the clear                                
            reflection of income.                                                                     
            VII.  Conclusion                                                                          
                  The retailers’ systems of maintaining book inventories                              
            (including the making of shrinkage accruals) conform to the best                          
            accounting practice and clearly reflect income.  They are, thus,                          
            sound within the meaning of section 1.471-2(d), Income Tax Regs.                          
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