The heights and weights of elephants at the zoo are recorded in the table below:

\begin{tabular}{|l|c|c|c|c|c|c|}
\hline
Height (in feet) & 5 & 7 & 8 & 8 & 8.5 & 9 \\
\hline
Weight (in tons) & 1 & 1.5 & 1.5 & 2 & 2.3 & 2.4 \\
\hline
\end{tabular}

Predict the weight of a 10-foot-tall elephant using a line of best fit equation.

A. [tex]$\hat{y} = 0.823x - 0.344$[/tex]; a 10-foot-tall elephant is predicted to weigh 7.886 tons
B. [tex]$\hat{y} = 0.344x - 0.823$[/tex]; a 10-foot-tall elephant is predicted to weigh 2.617 tons
C. [tex]$\hat{y} = 0.344x - 0.823$[/tex]; a 10-foot-tall elephant is predicted to weigh 31.462 tons
D. [tex]$\hat{y} = 0.823x - 0.344$[/tex]; a 10-foot-tall elephant is predicted to weigh 12.569 tons



Answer :

To predict the weight of a 10-foot-tall elephant, we'll use the given line of best fit equation:

[tex]\[ \hat{y} = 0.823x - 0.344 \][/tex]

Here [tex]\( \hat{y} \)[/tex] is the predicted weight in tons, and [tex]\( x \)[/tex] is the height in feet. We need to substitute [tex]\( x = 10 \)[/tex] feet into this equation to find the predicted weight.

So, substitute [tex]\( x = 10 \)[/tex] into the equation:

[tex]\[ \hat{y} = 0.823 \times 10 - 0.344 \][/tex]

Now perform the multiplication and subtraction:

[tex]\[ \hat{y} = 8.23 - 0.344 \][/tex]

Finally, subtract 0.344 from 8.23:

[tex]\[ \hat{y} = 7.886 \][/tex]

Therefore, the predicted weight of a 10-foot-tall elephant is 7.886 tons.

So, the correct answer is:

[tex]\[ \hat{y} = 0.823x - 0.344; \ a \ 10 \text{-foot-tall elephant is predicted to weigh } 7.886 \text{ tons} \][/tex]