41. What is the estimated fish weight if length is 32.9 cm, width 13.7 cm, and the fish is part of species 4? A. 320.4351 OB. 468.0733 OC. 516.7308 OD. 672.4331 OL. All of the above W. None of the above

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41
humbers 37 to 41: Another model was created wherein three explanatory
variables were included to predict weight, specifically: length (in cm), width (in
cm), and species type (1, 2, 3, or 4). R outputs are provided below:
Call:
im (formula = Weight-Length + Species 2 + Species 3+ Species 4+
Width, data Dataset)
Residuals:
Min
10 Median
30
-187.89 -62.41 -18.11
Max
35.62 392.46
Coefficients:
Estimate Std. Error t value Pr(>iti)
115.443 -9.096 2.43e-15 ***
(Intercept) -1050.047
Length
37.149
1.202 30.895 <2e-16 ***
20.172
32.896 0.613 0.5409
Species 2
Species_3 -225.525
53.757
48.363 -4.663 8.15e-06 ***
29.854 1.801 0.0743
0.0456 *
Species_4
Width
17.676
8.749 2.020
0 ***** 0.001 **** 0.01 *** 0.05 .' 0.1'' 1
Signif. codes:
Residual standard error: 96.37 on 120 degrees of freedom
Multiple R-squared: 0.9313, Adjusted R-squared: 0.9284
F-statistic: 325.1 on 5 and 120 DF, p-value: <2.2e-16
Tropression
Transcribed Image Text:humbers 37 to 41: Another model was created wherein three explanatory variables were included to predict weight, specifically: length (in cm), width (in cm), and species type (1, 2, 3, or 4). R outputs are provided below: Call: im (formula = Weight-Length + Species 2 + Species 3+ Species 4+ Width, data Dataset) Residuals: Min 10 Median 30 -187.89 -62.41 -18.11 Max 35.62 392.46 Coefficients: Estimate Std. Error t value Pr(>iti) 115.443 -9.096 2.43e-15 *** (Intercept) -1050.047 Length 37.149 1.202 30.895 <2e-16 *** 20.172 32.896 0.613 0.5409 Species 2 Species_3 -225.525 53.757 48.363 -4.663 8.15e-06 *** 29.854 1.801 0.0743 0.0456 * Species_4 Width 17.676 8.749 2.020 0 ***** 0.001 **** 0.01 *** 0.05 .' 0.1'' 1 Signif. codes: Residual standard error: 96.37 on 120 degrees of freedom Multiple R-squared: 0.9313, Adjusted R-squared: 0.9284 F-statistic: 325.1 on 5 and 120 DF, p-value: <2.2e-16 Tropression
41. What is the estimated fish weight if length is 32.9 cm, width 13.7 cm,
and the fish is part of species 4?
A. 320.4351
OB. 468.0733
O C. 516.7308
OD. 672.4331
OL. All of the above
OW. None of the above
Next
Transcribed Image Text:41. What is the estimated fish weight if length is 32.9 cm, width 13.7 cm, and the fish is part of species 4? A. 320.4351 OB. 468.0733 O C. 516.7308 OD. 672.4331 OL. All of the above OW. None of the above Next
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