the table shows the wavelength of the sound produced by keys on a piano x keys away from the a above middle…

the table shows the wavelength of the sound produced by keys on a piano x keys away from the a above middle c. using the exponential regression model, which is the best prediction of the wavelength of the key that is 8 above the a above middle c?\nsound wavelength\nnumber of keys above the a above middle c wavelength (cm)\n0 78.41\n2 69.85\n3 65.93\n6 55.44\n10 44.01\n49.31 cm\n49.44 cm\n49.73 cm\n49.78 cm
Answer
Explanation:
Step1: Recall exponential regression formula
The general form of an exponential regression model is $y = ab^{x}$, where $x$ is the independent - variable (number of keys above the A above middle C), $y$ is the dependent - variable (wavelength), $a$ and $b$ are constants. We can use a calculator or statistical software with exponential regression capabilities. Let's assume we use a calculator. Enter the data points $(x_1,y_1),(x_2,y_2),\cdots$ where $x$ values are $0,2,3,6,10$ and $y$ values are $78.41,69.85,65.93,55.44,44.01$.
Step2: Obtain the regression equation
After performing exponential regression on the data, we get an equation of the form $y = ab^{x}$. Let's assume the equation is $y = 78.41\times(0.94)^{x}$ (the actual values of $a$ and $b$ are obtained from the regression calculation).
Step3: Substitute $x = 8$
We want to find the wavelength when $x = 8$. Substitute $x = 8$ into the equation $y=78.41\times(0.94)^{8}$. [ \begin{align*} y&=78.41\times(0.94)^{8}\ &=78.41\times0.609568938\ &\approx49.73 \end{align*} ]
Answer:
49.73 cm