A researcher is investigating the relationship between the distance from a sound source, x x\,x metres, and the measured intensity of the sound, y y\,y units.
The researcher measures 15 different distances and finds the product moment correlation coefficient between distance and sound intensity to be -0.48.
Using a 5% level of significance, test whether or not there is evidence of a negative correlation between distance and sound intensity. State your hypotheses clearly.
The researcher codes the data using m=log10xm = \log_{10}xm=log10x and n=log10yn = \log_{10}yn=log10y and obtains the model n=3.62−1.95mn = 3.62 - 1.95mn=3.62−1.95m.
The product moment correlation coefficient for the coded data is -0.98.
Explain why this supports the researcher's choice of a non-linear model.
Show that the relationship between x x\,x and y y\,y can be written in the form y=axby = ax^by=axb where a a\,a and b b\,b are constants to be found.
104 exam-style questions on OCR A Level Maths 1.6 Exponentials and Logarithms, covering 1.6.1 Properties of the exponential function, 1.6.2 Gradient of e^(kx) (A-level only), 1.6.3 Definition of the logarithm, 1.6.4 The natural logarithm function, 1.6.5 ln x as inverse of e^x, 1.6.6 Laws of logarithms, 1.6.7 Equations involving exponentials, 1.6.8 Reduction to linear form, and 1.6.9 Modelling using exponential functions. Each one has a worked solution and a mark scheme showing where the marks go.