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1.1 Exponential Models

1.1 Exponential Models

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Question 1
40%

A logistics manager is studying the relationship between the age of a delivery van, x x\,x years, and its current resale value, y y\,y thousands of pounds.

She records the data for 10 vans and calculates the product moment correlation coefficient between the age and the resale value to be -0.51.

a.

Stating your hypotheses clearly and using a 5% level of significance, test whether or not there is evidence of a negative correlation between the age of a van and its resale value.

[3]
b.

The manager decides to test a non-linear model. She codes the data using m=log⁡10xm = \log_{10}xm=log10​x and n=log⁡10yn = \log_{10}yn=log10​y and finds the regression line to be n=1.35−0.48mn = 1.35 - 0.48mn=1.35−0.48m.

The product moment correlation coefficient between m m\,m and n n\,n is calculated as -0.94.

Explain how this value supports the use of a non-linear model.

[1]
c.

Show that the relationship between x x\,x and y y\,y can be expressed in the form y=axby = ax^by=axb, where a a\,a and b b\,b are constants to be determined.

[5]
Markscheme

1.1 Exponential Models Questions

  1. A Level
  2. /Maths
  3. /1.1 Exponential Models

42 exam-style questions on Edexcel A Level Maths 1.1 Exponential Models. Each one has a worked solution and a mark scheme showing where the marks go.

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