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Draw a cumulative frequency curve for The median mark (ii) the inter quartile range and semi interquartile range (iii) If only 5 % of the candidates attained the distinction level, estimate the lowest mark for this level.

Mathematics

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Step-by-step solution

8 steps

Here's the solution to the matrix problems. The data for the cumulative frequency curve is not provided, so that part cannot be solved.

Part 7a:
Given the matrix A=(4−312)A = \begin{pmatrix} 4 & -3 \\ 1 & 2 \end{pmatrix}, find the inverse matrix A−1A^{-1}.

  1. Calculate the determinant of matrix AA.

    For a 2×22 \times 2 matrix (abcd)\begin{pmatrix} a & b \\ c & d \end{pmatrix}, the determinant is ad−bcad - bc.

    det⁡(A)=(4)(2)−(−3)(1)=8−(−3)=8+3=11\det(A) = (4)(2) - (-3)(1) = 8 - (-3) = 8 + 3 = 11
  2. Apply the formula for the inverse of a 2×22 \times 2 matrix.

    The inverse of A=(abcd)A = \begin{pmatrix} a & b \\ c & d \end{pmatrix} is A−1=1det⁡(A)(d−b−ca)A^{-1} = \frac{1}{\det(A)} \begin{pmatrix} d & -b \\ -c & a \end{pmatrix}.

    A−1=111(2−(−3)−14)=111(23−14)A^{-1} = \frac{1}{11} \begin{pmatrix} 2 & -(-3) \\ -1 & 4 \end{pmatrix} = \frac{1}{11} \begin{pmatrix} 2 & 3 \\ -1 & 4 \end{pmatrix}
  3. Multiply the scalar into the matrix.

    A−1=(211311−111411)A^{-1} = \begin{pmatrix} \frac{2}{11} & \frac{3}{11} \\ -\frac{1}{11} & \frac{4}{11} \end{pmatrix}

    The inverse matrix is (211311−111411)\boxed{\begin{pmatrix} \frac{2}{11} & \frac{3}{11} \\ -\frac{1}{11} & \frac{4}{11} \end{pmatrix}}.

    Part 7b:
    Under the linear transformation PP of a plane, the image of (2,1)(2,1) is (4,2)(4,2) and that of (−7,1)(-7,1) is (−1,7)(-1,7). Find the matrix PP of the transformation.

  4. Set up the matrix equation for the transformation.

    Let the transformation matrix be P=(abcd)P = \begin{pmatrix} a & b \\ c & d \end{pmatrix}.
    The transformation can be written as Px=x′P \mathbf{x} = \mathbf{x}'.
    Given P(21)=(42)P \begin{pmatrix} 2 \\ 1 \end{pmatrix} = \begin{pmatrix} 4 \\ 2 \end{pmatrix} and P(−71)=(−17)P \begin{pmatrix} -7 \\ 1 \end{pmatrix} = \begin{pmatrix} -1 \\ 7 \end{pmatrix}.
    These two equations can be combined into a single matrix equation:

    P(2−711)=(4−127)P \begin{pmatrix} 2 & -7 \\ 1 & 1 \end{pmatrix} = \begin{pmatrix} 4 & -1 \\ 2 & 7 \end{pmatrix}

    Let X=(2−711)X = \begin{pmatrix} 2 & -7 \\ 1 & 1 \end{pmatrix} and Y=(4−127)Y = \begin{pmatrix} 4 & -1 \\ 2 & 7 \end{pmatrix}. So, PX=YPX = Y.

  5. Find the inverse of matrix XX.

    First, calculate the determinant of XX:

    det⁡(X)=(2)(1)−(−7)(1)=2−(−7)=2+7=9\det(X) = (2)(1) - (-7)(1) = 2 - (-7) = 2 + 7 = 9

    Now, find X−1X^{-1}:

    X−1=19(1−(−7)−12)=19(17−12)X^{-1} = \frac{1}{9} \begin{pmatrix} 1 & -(-7) \\ -1 & 2 \end{pmatrix} = \frac{1}{9} \begin{pmatrix} 1 & 7 \\ -1 & 2 \end{pmatrix}
  6. Calculate PP by multiplying YY by X−1X^{-1}.

    Since PX=YPX = Y, then P=YX−1P = YX^{-1}.

    P=(4−127)19(17−12)P = \begin{pmatrix} 4 & -1 \\ 2 & 7 \end{pmatrix} \frac{1}{9} \begin{pmatrix} 1 & 7 \\ -1 & 2 \end{pmatrix} P=19(4−127)(17−12)P = \frac{1}{9} \begin{pmatrix} 4 & -1 \\ 2 & 7 \end{pmatrix} \begin{pmatrix} 1 & 7 \\ -1 & 2 \end{pmatrix}
  7. Perform the matrix multiplication.

    P=19((4)(1)+(−1)(−1)(4)(7)+(−1)(2)(2)(1)+(7)(−1)(2)(7)+(7)(2))P = \frac{1}{9} \begin{pmatrix} (4)(1) + (-1)(-1) & (4)(7) + (-1)(2) \\ (2)(1) + (7)(-1) & (2)(7) + (7)(2) \end{pmatrix} P=19(4+128−22−714+14)P = \frac{1}{9} \begin{pmatrix} 4 + 1 & 28 - 2 \\ 2 - 7 & 14 + 14 \end{pmatrix} P=19(526−528)P = \frac{1}{9} \begin{pmatrix} 5 & 26 \\ -5 & 28 \end{pmatrix}
  8. Multiply the scalar into the matrix.

    P=(59269−59289)P = \begin{pmatrix} \frac{5}{9} & \frac{26}{9} \\ -\frac{5}{9} & \frac{28}{9} \end{pmatrix}

    The matrix PP of the transformation is (59269−59289)\boxed{\begin{pmatrix} \frac{5}{9} & \frac{26}{9} \\ -\frac{5}{9} & \frac{28}{9} \end{pmatrix}}.

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