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Regression, Correlation and Hypothesis Testing

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Question 155

A medical researcher, Dr. Varma, monitors the concentration of a radioactive isotope, C C\,C mg/L, in a patient's bloodstream. She believes the concentration decays exponentially over time, where h h\,h is the number of hours after the initial injection. Dr. Varma models the concentration using the formula

C=p×qh C = p \times q^{h} C=p×qh

where p p\,p and q q\,q are constants.

She plots a graph of log⁡10C\log_{10} Clog10​C against h h\,h and determines the equation of the line of best fit to be:

log⁡10C=−0.065h+0.845 \log_{10} C = -0.065h + 0.845 log10​C=−0.065h+0.845
a.

(i) Show that, correct to three significant figures, p=7.00p = 7.00p=7.00.

(ii) Find the value of qqq, giving your answer to three significant figures.

[4]
b.

According to the model, state the hourly percentage decrease in the isotope concentration.

[1]
c.

(i) Use the model to predict the isotope concentration 24 hours after the injection.

(ii) Explain why the prediction made in part (c)(i) may be unreliable.

[3]

Regression, Correlation and Hypothesis Testing Questions

  1. A Level
  2. /Maths
  3. /Regression, Correlation and Hypothesis Testing

Practise Edexcel A Level Maths Regression, Correlation and Hypothesis Testing with exam-style questions for A Level Maths. 202 questions covering Exponential Models, Measuring Correlation, and Hypothesis Testing for Zero Correlation, matched to the Edexcel A Level Maths (9MA0) specification and written in Paper 1, Paper 2 and Paper 3 style. Every question includes a full worked solution and mark scheme, so you can see where marks are awarded rather than just whether you got the answer right.

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