The table shows experimental values of two variables, x and y, which are connected by an equation of the form ynxk=10y^{n} x^{k} = 10.

  1. ((i))

    On graph paper, plot lg⁡y\lg y against lg⁡x\lg x, using a scale of 4 cm to 0.1 unit on each axis.

  2. ((ii))

    Use your graph to estimate the value of kk and of nn.

  3. ((iii))

    Without plotting another graph, find the gradient of the straight line obtained when lg⁡x\lg x is plotted against lg⁡y\lg y.

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Worked solution

10((i))

1. Calculate the logarithms of the given $x$-values.

Using common logarithms,

x1.21.62.02.4lg⁡x0.0790.2040.3010.380\begin{array}{c|cccc} x&1.2&1.6&2.0&2.4\\ \hline \lg x&0.079&0.204&0.301&0.380 \end{array}

2. Calculate the logarithms of the corresponding $y$-values.

Using common logarithms,

y2.2031.81.5321.35lg⁡y0.3430.2550.1850.130\begin{array}{c|cccc} y&2.203&1.8&1.532&1.35\\ \hline \lg y&0.343&0.255&0.185&0.130 \end{array}

So the points to plot are
(0.079,0.343), (0.204,0.255), (0.301,0.185), (0.380,0.130).(0.079,0.343),\ (0.204,0.255),\ (0.301,0.185),\ (0.380,0.130).

3. Draw the graph with the required scale and line of best fit.

On graph paper:

  • horizontal axis: lg x,
  • vertical axis: lg y,
  • scale on each axis: 4 cm represents 0.1 unit,
  • plot the four points accurately,
  • draw a straight line of best fit through the points.
Answer

Plot the points approximately
(0.079,0.343), (0.204,0.255), (0.301,0.185), (0.380,0.130)(0.079,0.343),\ (0.204,0.255),\ (0.301,0.185),\ (0.380,0.130)
on axes labelled lg x horizontally and lg y vertically, using a scale of 4 cm to 0.1 unit on each axis. Draw a decreasing straight line of best fit through the points.

10((ii))

1. Convert the given equation into a linear form involving $\lg y$ and $\lg x$.

Given
ynxk=10,y^n x^k=10,
take lg⁡\lg on both sides:
lg⁡(ynxk)=lg⁡10\lg(y^n x^k)=\lg 10
nlg⁡y+klg⁡x=1.n\lg y+k\lg x=1.

2. Write the equation in the form of the plotted straight line, $\lg y=m\lg x+c$.

Rearrange
nlg⁡y+klg⁡x=1n\lg y+k\lg x=1
so that lg⁡y\lg y is the subject:
nlg⁡y=1−klg⁡xn\lg y=1-k\lg x
lg⁡y=−knlg⁡x+1n.\lg y=-\frac{k}{n}\lg x+\frac{1}{n}.
Comparing with
Y=mX+c,Y=mX+c,
where Y=lg⁡yY=\lg y and X=lg⁡xX=\lg x,
m=−kn,c=1n.m=-\frac{k}{n}, \qquad c=\frac{1}{n}.

3. Estimate the gradient and vertical intercept from the graph.

From the straight line of best fit on the graph, the gradient is approximately
m≈−0.71m\approx -0.71
and the vertical intercept is approximately
c≈0.40.c\approx 0.40.

4. Use the gradient and intercept to calculate $n$ and $k$.

Since
c=1n,c=\frac{1}{n},
0.40≈1n0.40\approx \frac{1}{n}
n≈10.40=2.5.n\approx \frac{1}{0.40}=2.5.
Also,
m=−kn,m=-\frac{k}{n},
so
−0.71≈−k2.5-0.71\approx -\frac{k}{2.5}
k≈0.71(2.5)=1.775≈1.8.k\approx 0.71(2.5)=1.775\approx 1.8.

Answer

n≈2.5,k≈1.8n \approx 2.5, \qquad k \approx 1.8

10((iii))

1. Recall the gradient of the original graph from part (ii).

From part (ii), the graph of lg⁡y\lg y against lg⁡x\lg x has gradient
m=−kn.m=-\frac{k}{n}.
Using k≈1.8k\approx1.8 and n≈2.5n\approx2.5,
m≈−1.82.5=−0.72.m\approx -\frac{1.8}{2.5}=-0.72.

2. Find the reciprocal gradient when the axes are interchanged.

When lg⁡x\lg x is plotted against lg⁡y\lg y, the gradient is the reciprocal of the original gradient:
new gradient=1−0.72≈−1.39.\text{new gradient}=\frac{1}{-0.72}\approx -1.39.

Answer

Gradient≈−1.4\text{Gradient} \approx -1.4

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