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Regression, Correlation and Hypothesis Testing

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Question 10

A scientist measures the growth of a bacterial colony over 10 days. The time, ttt (days), and the number of bacteria, NNN, are recorded and the results are shown in the table below.

ttt12345678910
NNN4572124190321512830134521503500

The data is coded using the changes of variable r=tr = tr=t and s=log⁡10Ns = \log_{10} Ns=log10​N.

a.

The product moment correlation coefficient for the coded data is 0.99. Comment on r r\,r for this model and therefore justify the use of a model in the form N=abtN = ab^tN=abt where a a\,a and b b\,b are constants.

[3]
b.

The regression line of s s\,s on r r\,r is found to be s=1.45+0.210rs = 1.45 + 0.210rs=1.45+0.210r.

Find the values of a a\,a and bbb, give your answers to 3 significant figures.

[3]

Regression, Correlation and Hypothesis Testing Questions

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