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22   3. Intermediate Determinant Theory

          The (n − r) values of p for which the expansion is valid correspond to the
          (n − r) possible ways of expanding a subdeterminant of order (n − r)by
          elements from one row and their cofactors.
            If one of the column parameters of an rth cofactor of A n+1 is (n + 1),
          the cofactor does not contain the element a n+1,n+1 . If none of the row
          parameters is (n + 1), then the rth cofactor can be expanded by elements
          from its last row and their first cofactors. But first cofactors of an rth
          cofactor of A n+1 are (r + 1)th cofactors of A n+1 which, in this case, are
          rth cofactors of A n . Hence, in this case, an rth cofactor of A n+1 can be
          expanded in terms of the first n elements in the last row and rth cofactors
          of A n . This expansion is
                                       n
                (n+1)                            (n)
               A                   = −    a n+1,q A            .     (3.2.8)
                i 1 i 2 ...i r ;j 1 j 2 ...j r−1 (n+1)  i 1 i 2 ...i r ;j 1 j 2 ...j r−1 q
                                       q=1
          The corresponding column expansion is

                                       n
                (n+1)                            (n)
               A                  = −     a p,n+1 A            .     (3.2.9)
                i 1 i 2 ...i r−1 (n+1);j 1 j 2 ...j r  i 1 i 2 ...i r−1 p;j 1 j 2 ...j r
                                      p=1
          Exercise. Prove that
                             2
                                         2
                           ∂ A          ∂ A
                                  = −  ∂a iq ∂a jp ,
                         ∂a ip ∂a jq
                           3
                                                        3
                                         3
                         ∂ A            ∂ A            ∂ A
                                  =  ∂a kp ∂a iq ∂a jr  =  ∂a jp ∂a kq ∂a ir
                     ∂a ip ∂a jq ∂a kr
          without restrictions on the relative magnitudes of the parameters.
          3.2.4  Alien Second and Higher Cofactors; Sum Formulas

          The (n − 2) elements a hq ,1 ≤ q ≤ n, q  = h or p, appear in the second
                   (n)
          cofactor A   if h  = i or j. Hence,
                   ij,pq
                              n
                                    (n)
                                a hq A  =0,   h  = i or j,
                                    ij,pq
                             q=1
          since the sum represents a determinant of order (n − 1) with two identical
          rows. This formula is a generalization of the theorem on alien cofactors
          given in Chapter 2. The value of the sum of 1 ≤ h ≤ n is given by the sum
          formula for elements and cofactors, namely

                                       
                                           (n)
                                        A   ,   h = j  = i
                                       
                           n
                                 (n)       ip
                             a hq A  =       (n)                    (3.2.10)
                                 ij,pq   −A    ,h = i  = j
                                            jp
                          q=1           0,      otherwise
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