The temperature of the water, w ∘Cw\,^{\circ}\text{C}w∘C, in a kettle is recorded t t\,t minutes after the kettle boiled.
ttt: 1, 3, 6, 9, 11, 15, 20
www: 92, 76, 65, 50, 46, 33, 25
The data are coded using the changes of variable x=tx = tx=t and y=log10wy = \log_{10} wy=log10w.
The regression line of y y\,y on x x\,x is found to be
y=1.98−0.0298xy = 1.98 - 0.0298xy=1.98−0.0298x
Given that the data can be modelled by an equation of the form w=abtw = ab^{t}w=abt, where a a\,a and b b\,b are constants, find the value of a a\,a and the value of bbb. Give your answers to 3 significant figures.
Give an interpretation of the constant a a\,a in this model.
Explain why this model is not reliable for predicting the temperature of the water one hour after the kettle boiled.