Linear transformation to find constants

A question is this type if and only if it requires plotting ln(y) against x or log(y) against x to find constants in an exponential model y = ab^x or y = Ae^(kx) from experimental data.

33 questions · Moderate -0.4

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CAIE P3 2017 November Q2
5 marks Moderate -0.3
2 Two variable quantities \(x\) and \(y\) are believed to satisfy an equation of the form \(y = C \left( a ^ { x } \right)\), where \(C\) and \(a\) are constants. An experiment produced four pairs of values of \(x\) and \(y\). The table below gives the corresponding values of \(x\) and \(\ln y\).
\(x\)0.91.62.43.2
\(\ln y\)1.71.92.32.6
By plotting \(\ln y\) against \(x\) for these four pairs of values and drawing a suitable straight line, estimate the values of \(C\) and \(a\). Give your answers correct to 2 significant figures. \includegraphics[max width=\textwidth, alt={}, center]{be0fb208-2ef1-4fae-84ff-ad2e8bf2dcc5-03_759_944_749_596}
CAIE P2 2019 March Q3
5 marks Moderate -0.5
3 \includegraphics[max width=\textwidth, alt={}, center]{772c14a1-f79a-4147-a293-0ff34f930e20-04_577_569_260_788} The variables \(x\) and \(y\) satisfy the equation \(y = A \mathrm { e } ^ { p x + p }\), where \(A\) and \(p\) are constants. The graph of \(\ln y\) against \(x\) is a straight line passing through the points \(( 1,2.835 )\) and \(( 6,6.585 )\), as shown in the diagram. Find the values of \(A\) and \(p\).
CAIE P2 2003 November Q2
5 marks Moderate -0.5
2 \includegraphics[max width=\textwidth, alt={}, center]{f5be66c3-7234-4039-9b66-199b35430c7d-2_750_1102_404_520} Two variable quantities \(x\) and \(y\) are related by the equation $$y = k \left( a ^ { - x } \right)$$ where \(a\) and \(k\) are constants. Four pairs of values of \(x\) and \(y\) are measured experimentally. The result of plotting \(\ln y\) against \(x\) is shown in the diagram. Use the diagram to estimate the values of \(a\) and \(k\).
CAIE P2 2008 November Q3
5 marks Moderate -0.3
3 \includegraphics[max width=\textwidth, alt={}, center]{733c3711-0429-415d-a8f3-8de86097635a-2_550_843_769_651} The variables \(x\) and \(y\) satisfy the equation \(y = A \left( b ^ { - x } \right)\), where \(A\) and \(b\) are constants. The graph of \(\ln y\) against \(x\) is a straight line passing through the points ( \(0,1.3\) ) and ( \(1.6,0.9\) ), as shown in the diagram. Find the values of \(A\) and \(b\), correct to 2 decimal places.
Edexcel P3 2021 January Q8
7 marks Moderate -0.3
  1. The percentage, \(P\), of the population of a small country who have access to the internet, is modelled by the equation
$$P = a b ^ { t }$$ where \(a\) and \(b\) are constants and \(t\) is the number of years after the start of 2005
Using the data for the years between the start of 2005 and the start of 2010, a graph is plotted of \(\log _ { 10 } P\) against \(t\). The points are found to lie approximately on a straight line with gradient 0.09 and intercept 0.68 on the \(\log _ { 10 } P\) axis.
  1. Find, according to the model, the value of \(a\) and the value of \(b\), giving your answers to 2 decimal places.
  2. In the context of the model, give a practical interpretation of the constant \(a\).
  3. Use the model to estimate the percentage of the population who had access to the internet at the start of 2015
OCR MEI C2 Q11
Moderate -0.3
11 Answer part (iii) of this question on the insert provided.
A hot drink is made and left to cool. The table shows its temperature at ten-minute intervals after it is made.
Time (minutes)1020304050
Temperature \(\left( { } ^ { \circ } \mathrm { C } \right)\)6853423631
The room temperature is \(22 ^ { \circ } \mathrm { C }\). The difference between the temperature of the drink and room temperature at time \(t\) minutes is \(z ^ { \circ } \mathrm { C }\). The relationship between \(z\) and \(t\) is modelled by $$z = z _ { 0 } 10 ^ { - k t }$$ where \(z _ { 0 }\) and \(k\) are positive constants.
  1. Give a physical interpretation for the constant \(z _ { 0 }\).
  2. Show that \(\log _ { 10 } z = - k t + \log _ { 10 } z _ { 0 }\).
  3. On the insert, complete the table and draw the graph of \(\log _ { 10 } z\) against \(t\). Use your graph to estimate the values of \(k\) and \(z _ { 0 }\).
    Hence estimate the temperature of the drink 70 minutes after it is made. \section*{OXFORD CAMBRIDGE AND RSA EXAMINATIONS} Advanced Subsidiary General Certificate of Education Advanced General Certificate of Education \section*{MEI STRUCTURED MATHEMATICS} Concepts for Advanced Mathematics (C2)
    INSERT
    Wednesday
OCR MEI C2 2005 January Q11
13 marks Moderate -0.3
11 Answer part (iii) of this question on the insert provided.
A hot drink is made and left to cool. The table shows its temperature at ten-minute intervals after it is made.
Time (minutes)1020304050
Temperature \(\left( { } ^ { \circ } \mathrm { C } \right)\)6853423631
The room temperature is \(22 ^ { \circ } \mathrm { C }\). The difference between the temperature of the drink and room temperature at time \(t\) minutes is \(z ^ { \circ } \mathrm { C }\). The relationship between \(z\) and \(t\) is modelled by $$z = z _ { 0 } 10 ^ { - k t }$$ where \(z _ { 0 }\) and \(k\) are positive constants.
  1. Give a physical interpretation for the constant \(z _ { 0 }\).
  2. Show that \(\log _ { 10 } z = - k t + \log _ { 10 } z _ { 0 }\).
  3. On the insert, complete the table and draw the graph of \(\log _ { 10 } z\) against \(t\). Use your graph to estimate the values of \(k\) and \(z _ { 0 }\).
    Hence estimate the temperature of the drink 70 minutes after it is made.
OCR MEI C2 Q10
12 marks Moderate -0.5
10 A culture of bacteria is observed during an experiment. The number of bacteria is denoted by \(N\) and the time in hours after the start of the experiment by \(t\).
The table gives observations of \(t\) and \(N\).
Time \(( t\) hours \()\)12345
Number of bacteria \(( N )\)120170250370530
  1. Plot the points \(( t , N )\) on graph paper and join them with a smooth curve.
  2. Explain why the curve suggests why the relationship connecting \(t\) and \(N\) may be of the form \(N = a b ^ { t }\).
  3. Explain how, by using logarithms, the curve given by plotting \(N\) against \(t\) can be transformed into a straight line.
    State the gradient of this straight line and its intercept with the vertical axis in terms of \(a\) and \(b\).
  4. Complete a table of values for \(\log _ { 10 } N\) and plot the points \(\left( t , \log _ { 10 } N \right)\) on graph paper. Draw the best fit line through the points and use it to estimate the values of \(a\) and \(b\).
OCR MEI C2 2011 January Q12
13 marks Moderate -0.3
12 The table shows the size of a population of house sparrows from 1980 to 2005.
Year198019851990199520002005
Population250002200018750162501350012000
The 'red alert' category for birds is used when a population has decreased by at least \(50 \%\) in the previous 25 years.
  1. Show that the information for this population is consistent with the house sparrow being on red alert in 2005. The size of the population may be modelled by a function of the form \(P = a \times 10 ^ { - k t }\), where \(P\) is the population, \(t\) is the number of years after 1980, and \(a\) and \(k\) are constants.
  2. Write the equation \(P = a \times 10 ^ { - k t }\) in logarithmic form using base 10, giving your answer as simply as possible.
  3. Complete the table and draw the graph of \(\log _ { 10 } P\) against \(t\), drawing a line of best fit by eye.
  4. Use your graph to find the values of \(a\) and \(k\) and hence the equation for \(P\) in terms of \(t\).
  5. Find the size of the population in 2015 as predicted by this model. Would the house sparrow still be on red alert? Give a reason for your answer.
OCR MEI C2 2013 January Q12
13 marks Moderate -0.3
12 The table shows population data for a country.
Year19691979198919992009
Population in
millions \(( p )\)
58.8180.35105.27134.79169.71
The data may be represented by an exponential model of growth. Using \(t\) as the number of years after 1960, a suitable model is \(p = a \times 10 ^ { k t }\).
  1. Derive an equation for \(\log _ { 10 } p\) in terms of \(a , k\) and \(t\).
  2. Complete the table and draw the graph of \(\log _ { 10 } p\) against \(t\), drawing a line of best fit by eye.
  3. Use your line of best fit to express \(\log _ { 10 } p\) in terms of \(t\) and hence find \(p\) in terms of \(t\).
  4. According to the model, what was the population in 1960 ?
  5. According to the model, when will the population reach 200 million?
OCR MEI C2 2014 June Q13
13 marks Moderate -0.3
13 The thickness of a glacier has been measured every five years from 1960 to 2010. The table shows the reduction in thickness from its measurement in 1960.
Year1965197019751980198519901995200020052010
Number of years since \(1960 ( t )\)5101520253035404550
Reduction in thickness since \(1960 ( h \mathrm {~m} )\)0.71.01.72.33.64.76.08.21215.9
An exponential model may be used for these data, assuming that the relationship between \(h\) and \(t\) is of the form \(h = a \times 10 ^ { b t }\), where \(a\) and \(b\) are constants to be determined.
  1. Show that this relationship may be expressed in the form \(\log _ { 10 } h = m t + c\), stating the values of \(m\) and \(c\) in terms of \(a\) and \(b\).
  2. Complete the table of values in the answer book, giving your answers correct to 2 decimal places, and plot the graph of \(\log _ { 10 } h\) against \(t\), drawing by eye a line of best fit.
  3. Use your graph to find \(h\) in terms of \(t\) for this model.
  4. Calculate by how much the glacier will reduce in thickness between 2010 and 2020, according to the model.
  5. Give one reason why this model will not be suitable in the long term. \section*{END OF QUESTION PAPER}
OCR MEI C2 2016 June Q11
12 marks Moderate -0.3
11 There are many different flu viruses. The numbers of flu viruses detected in the first few weeks of the 2012-2013 flu epidemic in the UK were as follows.
Week12345678910
Number of flu viruses710243240386396234480
These data may be modelled by an equation of the form \(y = a \times 10 ^ { b t }\), where \(y\) is the number of flu viruses detected in week \(t\) of the epidemic, and \(a\) and \(b\) are constants to be determined.
  1. Explain why this model leads to a straight-line graph of \(\log _ { 10 } y\) against \(t\). State the gradient and intercept of this graph in terms of \(a\) and \(b\).
  2. Complete the values of \(\log _ { 10 } y\) in the table, draw the graph of \(\log _ { 10 } y\) against \(t\), and draw by eye a line of best fit for the data. Hence determine the values of \(a\) and \(b\) and the equation for \(y\) in terms of \(t\) for this model. During the decline of the epidemic, an appropriate model was $$y = 921 \times 10 ^ { - 0.137 w }$$ where \(y\) is the number of flu viruses detected in week \(w\) of the decline.
  3. Use this to find the number of viruses detected in week 4 of the decline.
OCR H240/01 2023 June Q11
12 marks Moderate -0.3
11 The owners of an online shop believe that their sales can be modelled by \(S = a b ^ { t }\), where \(a\) and \(b\) are both positive constants, \(S\) is the number of items sold in a month and \(t\) is the number of complete months since starting their online shop. The sales for the first six months are recorded, and the values of \(\log _ { 10 } S\) are plotted against \(t\) in the graph below. The graph is repeated in the Printed Answer Booklet. \includegraphics[max width=\textwidth, alt={}, center]{9473b8f7-616a-485e-963b-696c6640ae6b-08_1203_1408_552_244}
  1. Explain why the graph suggests that the given model is appropriate. The owners believe that \(a = 120\) and \(b = 1.15\) are good estimates for the parameters in the model.
  2. Show that the graph supports these estimates for the parameters.
  3. Use the model \(S = 120 \times 1.15 ^ { t }\) to predict the number of items sold in the seventh month after opening.
    1. Use the model \(S = 120 \times 1.15 ^ { t }\) to predict the number of months after opening when the total number of items sold after opening will first exceed 70000 .
    2. Comment on how reliable this prediction may be.
AQA AS Paper 1 Specimen Q10
7 marks Standard +0.3
10 A student conducts an experiment and records the following data for two variables, \(x\) and \(y\).
\(\boldsymbol { x }\)123456
\(y\)1445130110013003400
\(\log _ { 10 } y\)
The student is told that the relationship between \(x\) and \(y\) can be modelled by an equation of the form \(y = k b ^ { x }\) 10
  1. Plot values of \(\log _ { 10 } y\) against \(x\) on the grid below.
    [0pt] [2 marks] \includegraphics[max width=\textwidth, alt={}, center]{3176ee0c-fba2-4878-af3a-c3ac092bbc1f-10_1086_1205_1037_536} 10
  2. State, with a reason, which value of \(y\) is likely to have been recorded incorrectly.
    [0pt] [1 mark] 10
  3. By drawing an appropriate straight line, find the values of \(k\) and \(b\).
    [0pt] [4 marks]
Edexcel AS Paper 1 2022 June Q5
10 marks Moderate -0.8
  1. The mass, \(A\) kg, of algae in a small pond, is modelled by the equation
$$A = p q ^ { t }$$ where \(p\) and \(q\) are constants and \(t\) is the number of weeks after the mass of algae was first recorded. Data recorded indicates that there is a linear relationship between \(t\) and \(\log _ { 10 } A\) given by the equation $$\log _ { 10 } A = 0.03 t + 0.5$$
  1. Use this relationship to find a complete equation for the model in the form $$A = p q ^ { t }$$ giving the value of \(p\) and the value of \(q\) each to 4 significant figures.
  2. With reference to the model, interpret
    1. the value of the constant \(p\),
    2. the value of the constant \(q\).
  3. Find, according to the model,
    1. the mass of algae in the pond when \(t = 8\), giving your answer to the nearest 0.5 kg ,
    2. the number of weeks it takes for the mass of algae in the pond to reach 4 kg .
  4. State one reason why this may not be a realistic model in the long term.
Edexcel AS Paper 1 2024 June Q7
5 marks Moderate -0.3
7. \begin{figure}[h]
\includegraphics[alt={},max width=\textwidth]{23689deb-7eed-4022-848f-1278231a4056-18_614_878_296_555} \captionsetup{labelformat=empty} \caption{Figure 2}
\end{figure} A chimney emits smoke particles.
On a particular day, the concentration of smoke particles in the air emitted by this chimney, \(P\) parts per million, is measured at various distances, \(x \mathrm {~km}\), from the chimney. Figure 2 shows a sketch of the linear relationship between \(\log _ { 10 } P\) and \(x\) that is used to model this situation. The line passes through the point ( \(0,3.3\) ) and the point ( \(6,2.1\) )
  1. Find a complete equation for the model in the form $$P = a b ^ { x }$$ where \(a\) and \(b\) are constants. Give the value of \(a\) and the value of \(b\) each to 4 significant figures.
  2. With reference to the model, interpret the value of \(a b\)
Edexcel AS Paper 1 Specimen Q14
13 marks Moderate -0.3
14. \begin{figure}[h]
\includegraphics[alt={},max width=\textwidth]{4b084faa-a680-4f35-bb5c-a4edf5171b5f-20_777_1319_315_370} \captionsetup{labelformat=empty} \caption{Figure 2}
\end{figure} A town's population, \(P\), is modelled by the equation \(P = a b ^ { t }\), where \(a\) and \(b\) are constants and \(t\) is the number of years since the population was first recorded. The line \(l\) shown in Figure 2 illustrates the linear relationship between \(t\) and \(\log _ { 10 } P\) for the population over a period of 100 years.
The line \(l\) meets the vertical axis at \(( 0,5 )\) as shown. The gradient of \(l\) is \(\frac { 1 } { 200 }\).
  1. Write down an equation for \(l\).
  2. Find the value of \(a\) and the value of \(b\).
  3. With reference to the model interpret
    1. the value of the constant \(a\),
    2. the value of the constant \(b\).
  4. Find
    1. the population predicted by the model when \(t = 100\), giving your answer to the nearest hundred thousand,
    2. the number of years it takes the population to reach 200000 , according to the model.
  5. State two reasons why this may not be a realistic population model.
Edexcel Paper 2 2019 June Q9
9 marks Moderate -0.3
  1. A research engineer is testing the effectiveness of the braking system of a car when it is driven in wet conditions.
The engineer measures and records the braking distance, \(d\) metres, when the brakes are applied from a speed of \(V \mathrm { kmh } ^ { - 1 }\). Graphs of \(d\) against \(V\) and \(\log _ { 10 } d\) against \(\log _ { 10 } V\) were plotted.
The results are shown below together with a data point from each graph. \begin{figure}[h]
\includegraphics[alt={},max width=\textwidth]{fa4afaf4-fe5d-4f3a-b3de-9600d5502a49-24_631_659_699_285} \captionsetup{labelformat=empty} \caption{Figure 5}
\end{figure} \begin{figure}[h]
\includegraphics[alt={},max width=\textwidth]{fa4afaf4-fe5d-4f3a-b3de-9600d5502a49-24_684_684_644_1101} \captionsetup{labelformat=empty} \caption{Figure 6}
\end{figure}
  1. Explain how Figure 6 would lead the engineer to believe that the braking distance should be modelled by the formula $$d = k V ^ { n } \quad \text { where } k \text { and } n \text { are constants }$$ with \(k \approx 0.017\) Using the information given in Figure 5, with \(k = 0.017\)
  2. find a complete equation for the model giving the value of \(n\) to 3 significant figures. Sean is driving this car at \(60 \mathrm { kmh } ^ { - 1 }\) in wet conditions when he notices a large puddle in the road 100 m ahead. It takes him 0.8 seconds to react before applying the brakes.
  3. Use your formula to find out if Sean will be able to stop before reaching the puddle.
OCR MEI AS Paper 2 2019 June Q9
10 marks Moderate -0.3
9 In 2012 Adam bought a second hand car for \(\pounds 8500\). Each year Adam has his car valued. He believes that there is a non-linear relationship between \(t\), the time in years since he bought the car, and \(V\), the value of the car in pounds. Fig. 9.1 shows successive values of \(V\) and \(\log _ { 10 } V\). \begin{table}[h]
\(t\)01234
\(V\)85006970572046903840
\(\log _ { 10 } V\)3.933.843.763.673.58
\captionsetup{labelformat=empty} \caption{Fig. 9.1}
\end{table} Adam uses a spreadsheet to plot the points ( \(t , \log _ { 10 } V\) ) shown in Fig. 9.1, and then generates a line of best fit for these points. The line passes through the points \(( 0,3.93 )\) and \(( 4,3.58 )\). A copy of his graph is shown in Fig. 9.2. \begin{figure}[h]
\includegraphics[alt={},max width=\textwidth]{11e5167f-9f95-4494-9b66-b59fdce8b1ef-6_776_682_1886_246} \captionsetup{labelformat=empty} \caption{Fig. 9.2}
\end{figure}
  1. Find an expression for \(\log _ { 10 } V\) in terms of \(t\).
  2. Find a model for \(V\) in the form \(V = A \times b ^ { t }\), where \(A\) and \(b\) are constants to be determined. Give the values of \(A\) and \(b\) correct to 2 significant figures. In 2017 Adam's car was valued at \(\pounds 3150\).
  3. Determine whether the model is a good fit for this data. A company called Webuyoldcars pays \(\pounds 500\) for any second hand car. Adam decides that he will sell his car to this company when the annual valuation of his car is less than \(\pounds 500\).
  4. According to the model, after how many years will Adam sell his car to Webuyoldcars?
OCR MEI Paper 3 2018 June Q5
11 marks Moderate -0.3
5 A social media website launched on 1 January 2017. The owners of the website report the number of users the site has at the start of each month. They believe that the relationship between the number of users, \(n\), and the number of months after launch, \(t\), can be modelled by \(n = a \times 2 ^ { k t }\) where \(a\) and \(k\) are constants.
  1. Show that, according to the model, the graph of \(\log _ { 10 } n\) against \(t\) is a straight line.
  2. Fig. 5 shows a plot of the values of \(t\) and \(\log _ { 10 } n\) for the first seven months. The point at \(t = 1\) is for 1 February 2017, and so on. \begin{figure}[h]
    \includegraphics[alt={},max width=\textwidth]{31bc8bde-8d37-4e97-94e2-e3e73aab55e9-6_831_1442_609_388} \captionsetup{labelformat=empty} \caption{Fig. 5}
    \end{figure} Find estimates of the values of \(a\) and \(k\).
  3. The owners of the website wanted to know the date on which they would report that the website had half a million users. Use the model to estimate this date.
  4. Give a reason why the model may not be appropriate for large values of \(t\).
OCR MEI Paper 3 2020 November Q6
12 marks Moderate -0.3
6
    1. Write down the derivative of \(\mathrm { e } ^ { \mathrm { kx } }\), where \(k\) is a constant.
    2. A business has been running since 2009. They sell maths revision resources online. Give a reason why an exponential growth model might be suitable for the annual profits for the business. Fig. 6 shows the relationship between the annual profits of the business in thousands of pounds ( \(y\) ) and the time in years after \(2009 ( x )\). The graph of lny plotted against \(x\) is approximately a straight line. \begin{figure}[h]
      \includegraphics[alt={},max width=\textwidth]{a13f7a05-e2d3-4354-a0c7-ef7283eff514-07_1052_1157_751_242} \captionsetup{labelformat=empty} \caption{Fig. 6}
      \end{figure}
  1. Show that the straight line is consistent with a model of the form \(\mathbf { y } = \mathrm { Ae } ^ { \mathrm { kx } }\), where \(A\) and \(k\) are constants.
  2. Estimate the values of \(A\) and \(k\).
  3. Use the model to predict the profit in the year 2020.
  4. How reliable do you expect the prediction in part (d) to be? Justify your answer.
AQA FP1 2009 June Q4
7 marks Moderate -0.3
4 The variables \(x\) and \(y\) are known to be related by an equation of the form $$y = a b ^ { x }$$ where \(a\) and \(b\) are constants.
  1. Given that \(Y = \log _ { 10 } y\), show that \(x\) and \(Y\) must satisfy an equation of the form $$Y = m x + c$$
  2. The diagram shows the linear graph which has equation \(Y = m x + c\). \includegraphics[max width=\textwidth, alt={}, center]{932d4c7e-6514-4543-b1d1-753fca5a08fd-5_744_720_833_699} Use this graph to calculate:
    1. an approximate value of \(y\) when \(x = 2.3\), giving your answer to one decimal place;
    2. an approximate value of \(x\) when \(y = 80\), giving your answer to one decimal place.
      (You are not required to find the values of \(m\) and \(c\).)
AQA FP1 2011 June Q4
10 marks Moderate -0.3
4 The variables \(x\) and \(Y\), where \(Y = \log _ { 10 } y\), are related by the equation $$Y = m x + c$$ where \(m\) and \(c\) are constants.
  1. Given that \(y = a b ^ { x }\), express \(a\) in terms of \(c\), and \(b\) in terms of \(m\).
  2. It is given that \(y = 12\) when \(x = 1\) and that \(y = 27\) when \(x = 5\). On the diagram below, draw a linear graph relating \(x\) and \(Y\).
  3. Use your graph to estimate, to two significant figures:
    1. the value of \(y\) when \(x = 3\);
    2. the value of \(a\). \includegraphics[max width=\textwidth, alt={}, center]{7441c4e6-5448-483b-b100-f8076e7e6cd8-3_976_1173_1110_484}
OCR MEI C2 2009 June Q10
12 marks Moderate -0.5
  1. On the insert, complete the table and plot \(h\) against \(\log _ { 10 } t\), drawing by eye a line of best fit.
  2. Use your graph to find an equation for \(h\) in terms of \(\log _ { 10 } t\) for this model.
  3. Find the height of the tree at age 100 years, as predicted by this model.
  4. Find the age of the tree when it reaches a height of 29 m , according to this model.
  5. Comment on the suitability of the model when the tree is very young.
OCR MEI C2 2009 January Q12
12 marks Moderate -0.3
12 Answer part (ii) of this question on the insert provided. The proposal for a major building project was accepted, but actual construction was delayed. Each year a new estimate of the cost was made. The table shows the estimated cost, \(\pounds y\) million, of the project \(t\) years after the project was first accepted.
Years after proposal accepted \(( t )\)12345
Cost \(( \pounds y\) million \()\)250300360440530
The relationship between \(y\) and \(t\) is modelled by \(y = a b ^ { t }\), where \(a\) and \(b\) are constants.
  1. Show that \(y = a b ^ { t }\) may be written as $$\log _ { 10 } y = \log _ { 10 } a + t \log _ { 10 } b$$
  2. On the insert, complete the table and plot \(\log _ { 10 } y\) against \(t\), drawing by eye a line of best fit.
  3. Use your graph and the results of part (i) to find the values of \(\log _ { 10 } a\) and \(\log _ { 10 } b\) and hence \(a\) and \(b\).
  4. According to this model, what was the estimated cost of the project when it was first accepted?
  5. Find the value of \(t\) given by this model when the estimated cost is \(\pounds 1000\) million. Give your answer rounded to 1 decimal place.