An ornithologist models wingbeat frequency f f\,f in beats per minute using body mass m m\,m grams. The correlation coefficient between m m\,m and f f\,f is -0.878, while that between lnm \ln m\,lnm and lnf \ln f\,lnf is -0.992. The fitted regression line is lnf=4.70−0.330lnm\ln f=4.70-0.330\ln mlnf=4.70−0.330lnm.
Explain why a power model is preferable to a linear model for these data.
Find the power model for f f\,f in terms of mmm, giving the multiplicative constant to 3 significant figures.
Use the model to estimate f f\,f when m=25m=25m=25.