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Fundamentals of Business Economics




               CHAPTER 10 – INTER-RELATIONSHIPS BETWEEN VARIABLES


               10.1 +0.283

                                 n ∑ xy -  ∑ x ∑ y
                     r =
                                                         2
                                         2
                          (n ∑ x -( ∑ x) )(n ∑ y -( ∑ y) )
                                 2
                                                 2
                                                                        2
                                                                                            2
                     = [10×12,000 – 500 × 200]/√{[10 × 35,000 – 500 ][10 × 9,000 – 200 ]}
                     = [20,000]/√{[100,000][50,000]}


                     = 0.283 (3 d.p.)


               10.2 A


               10.3 +0.98

                                6d 2
                     R = 1 –           = 1 – (6 × 4,081)/(100 × 9,999) = 1 – 0.0245 = 0.9755
                                 2
                             n(n  – 1)

                     = 0.98 (to 2dp)


               10.4 A and B

                     Statement C is incorrect:  x = 0 is outside the range of the data (extrapolation is
                     less reliable than interpolation).

                     Statement D is incorrect:  when x increases by $1, y increases by $15 from the
                     regression equation.

                     Statement E is incorrect – you need to square the correlation coefficient to get
                     the coefficient of determination to make such statements.


               10.5 0.69

                         n ∑ xy -  ∑ x ∑ y
                     b =                2
                                2
                         (n ∑ x -( ∑ x) )
                                                                              2
                     b = [(11 × 13,467) – (440 × 330)]/[(11 × 17,986) – 440 )]
                     b = 2,937/4,246 = 0.6917 = 0.69







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