This exercise requires the use of a statistical software package. The cotton aphid poses a threat to cotton crops. The accompanying data on y = Infestation rate (aphids/100 leaves) x1 = Mean temperature (°C) x2 = Mean relative humidity appeared in an article on the subject. y x1 x2 y x1 x2 60 21.0 57.0 78 24.8 48.0 86 28.3 41.5 94 26.0 56.0 99 27.5 58.0 101 27.1 31.0 105 26.8 36.5 119 29.0 41.0 103 28.3 40.0 75 34.0 25.0 62 30.5 34.0 44 28.3 13.0 28 30.8 37.0 20 31.0 19.0 15 33.6 20.0 24 31.8 17.0 31 31.3 21.0 26 33.5 18.5 68 33.0 24.5 39 34.5 16.0 7 34.3 6.0 20 34.3 26.0 19 33.0 21.0 22 26.5 26.0 41 32.0 28.0 55 27.3 24.5 61 27.8 39.0 58 25.8 29.0 81 25.0 41.0 90 18.5 53.5 76 26.0 51.0 103 19.0 48.0 109 18.0 70.0 96 16.3 79.5 Find the estimated regression equation of the multiple regression model y = ? + ?1x1 + ?2x2 + e. (Round your numerical values to two decimal places.) y = Assess the utility of the multiple regression model using a significance level of 0.05. Calculate the test statistic. (Round your answer to two decimal places.) F = Use technology or SALT to calculate the P-value. (Round your answer to four decimal places.) P-value =

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Author:Amos Gilat
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This exercise requires the use of a statistical software package.
The cotton aphid poses a threat to cotton crops. The accompanying data on
y  =  Infestation rate (aphids/100 leaves)
x1  =  Mean temperature (°C)
x2  =  Mean relative humidity
appeared in an article on the subject.
y
x1
x2
y
x1
x2
60 21.0 57.0 78 24.8 48.0
86 28.3 41.5 94 26.0 56.0
99 27.5 58.0 101 27.1 31.0
105 26.8 36.5 119 29.0 41.0
103 28.3 40.0 75 34.0 25.0
62 30.5 34.0 44 28.3 13.0
28 30.8 37.0 20 31.0 19.0
15 33.6 20.0 24 31.8 17.0
31 31.3 21.0 26 33.5 18.5
68 33.0 24.5 39 34.5 16.0
7 34.3 6.0 20 34.3 26.0
19 33.0 21.0 22 26.5 26.0
41 32.0 28.0 55 27.3 24.5
61 27.8 39.0 58 25.8 29.0
81 25.0 41.0 90 18.5 53.5
76 26.0 51.0 103 19.0 48.0
109 18.0 70.0 96 16.3 79.5
Find the estimated regression equation of the multiple regression model 
y = ? + ?1x1 + ?2x2 + e.
 (Round your numerical values to two decimal places.)
y = 
 
 
 
Assess the utility of the multiple regression model using a significance level of 0.05.
Calculate the test statistic. (Round your answer to two decimal places.)
F = 
Use technology or SALT to calculate the P-value. (Round your answer to four decimal places.)
P-value = 
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