The following estimated regression equation based on 10 observations was presented. ý = 29.1270 + 0.5106Xq + 0.4980X2 The values of SST and SSR are 6,714.125 and 6,225.375, respectively. (a) Find SSE. SSE = (b) Compute R². (Round your answer to three decimal places.) R² = (c) Compute R₂². (Round your answer to three decimal places.) R₂2= = (d) Comment on the goodness of fit (For purposes of this exercise consider a proportion large it

MATLAB: An Introduction with Applications
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The following estimated regression equation based on 10 observations was presented.

\[
\hat{y} = 29.1270 + 0.5106x_1 + 0.4980x_2
\]

The values of SST and SSR are 6,714.125 and 6,225.375, respectively.

(a) Find SSE.
   \[
   \text{SSE} = \_\_\_\_\_
   \]

(b) Compute \( R^2 \). (Round your answer to three decimal places.)
   \[
   R^2 = \_\_\_\_\_
   \]

(c) Compute \( R_a^2 \). (Round your answer to three decimal places.)
   \[
   R_a^2 = \_\_\_\_\_
   \]

(d) Comment on the goodness of fit. (For purposes of this exercise, consider a proportion large if it is at least 0.55.)

- ⃝ The estimated regression equation provided a good fit as a small proportion of the variability in \( y \) has been explained by the estimated regression equation.
- ⃝ The estimated regression equation did not provide a good fit as a small proportion of the variability in \( y \) has been explained by the estimated regression equation.
- ⃝ The estimated regression equation did not provide a good fit as a large proportion of the variability in \( y \) has been explained by the estimated regression equation.
- ⃝ The estimated regression equation provided a good fit as a large proportion of the variability in \( y \) has been explained by the estimated regression equation.
Transcribed Image Text:The following estimated regression equation based on 10 observations was presented. \[ \hat{y} = 29.1270 + 0.5106x_1 + 0.4980x_2 \] The values of SST and SSR are 6,714.125 and 6,225.375, respectively. (a) Find SSE. \[ \text{SSE} = \_\_\_\_\_ \] (b) Compute \( R^2 \). (Round your answer to three decimal places.) \[ R^2 = \_\_\_\_\_ \] (c) Compute \( R_a^2 \). (Round your answer to three decimal places.) \[ R_a^2 = \_\_\_\_\_ \] (d) Comment on the goodness of fit. (For purposes of this exercise, consider a proportion large if it is at least 0.55.) - ⃝ The estimated regression equation provided a good fit as a small proportion of the variability in \( y \) has been explained by the estimated regression equation. - ⃝ The estimated regression equation did not provide a good fit as a small proportion of the variability in \( y \) has been explained by the estimated regression equation. - ⃝ The estimated regression equation did not provide a good fit as a large proportion of the variability in \( y \) has been explained by the estimated regression equation. - ⃝ The estimated regression equation provided a good fit as a large proportion of the variability in \( y \) has been explained by the estimated regression equation.
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