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242                      MATHEMATICAL MODELING IN PETROLEUM GEOLOGY













































           Fig. 11.17. Statistical distribution of heavy-mineral content (%): (a) ore minerals, (b) stable minerals, (c)
           kyanite/disthene group, (d) micas, (e) glauconite.


             The general equation relating g, R, B, and L is as follows:
               g ¼ 0:864 þ 0:0021R   0:0023B   0:0014L                      (11.63)
             As shown in Table 11.8, the coefficient of multiple correlation is higher than any
           paired correlation coefficient. Thus, the equation of multiple correlation, which takes
           into consideration the influence of every parameter, describes the experimental re-
           lationships more reliably than the paired equations of regression. In deriving this
           regression, some parameters were fixed at average levels.
             To expedite the calculations, a nomogram (Fig. 11.20) was constructed according
           to Eq. 11.63. For example, at given values of R ¼ 23%, B ¼ 7:2%, and L ¼ 7:0%,
                                            3
           the density of crude oil g ¼ 0:882 g=cm .
             Inasmuch as the dependence of density on variations in ligroin content in the
           crude oil is weak, the term in the equation of multiple relationship corresponding to
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