A statistical program is recommended. An article gave the data, shown in the table below, on dimensions of 27 representative food products. Product Material Height ŷ 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 glass glass glass glass plastic glass glass plastic plastic plastic tin plastic tin tin 7.7 6.2 8.5 glass glass glass glass cardboard 8.7 cardboard 17.1 glass 16.5 glass glass glass glass glass plastic 10.4 8.0 8.7 10.2 10.5 3.4 6.9 10.9 OH:A₁-A₂-B₁ = 0 9.7 10.1 ⒸH₂: A₁ = ₂ = ₂ = 0 13.0 13.0 11.0 16.5 9.7 17.8 14.0 13.6 27.9 19.5 13.8 Maximum Minimum Width Width 2.50 2.90 H: BB, and , are all not 0 12 OHBB, and S, are all not 0 2.15 OH: at least one of ₁₂ or is not 0 H₂: A₁-B₂=₂=0 2.90 3.20 H: at least one of ₁.₂ or P₂ is not 0 2.00 1.60 4.80 5.90 5.80 2.90 2.45 2.60 2.60 2.70 3.10 5.10 10.20 3.50 2.70 3.00 2.70 2.50 2.40 4.40 7.50 (c) Carry out a model utility F test at a 0.05 significance level. State the null and alternative hypotheses. 4.25 1.80 2.70 2.00 2.60 3.15 1.80 1.50 3.80 5.00 4.75 2.80 2.10 2.20 2.60 2.60 2.90 5.10 10.20 3.50 1.20 1.70 1.75 1.70 1.20 1.20 7.50 4.25 Elongation Volume 1.50 1.07 1.98 1.79 1.25 2.17 3.19 1.09 0.29 0.59 1.88 1.98 1.94 2.50 2.41 1.77 0.85 0.84 2.36 3.06 1.62 3.30 (b) Why should we consider adjusted R² instead of R² when evaluating this model? We should consider the adjusted We should consider the adjusted O We should consider the adjusted O We should consider the adjusted 2. instead of instead of instead of instead of 2.80 2.83 3.17 1.30 1.62 122 133 Calculate the test statistic. (Round your answer to two decimal places.) F=[ Use technology to calculate the P-value. (Round your answer to four decimal places.) P-value= 178 288 327 93 118 518 333 574 340 171 244 240 365 309 630 (a) Fit a multiple regression model for predicting the volume (in ml) of a package based on its minimum width, maximum width, and elongation score. (Round your numerical values to two decimal places. Use x, for minimum width, x₂ for the maximum width and x, for the elongation score.) 1255 654 306 320 308 246 205 1204 2327 728 because it takes into account the number of predictors used in the model. In this case the adjusted is noticeably less than. because it takes into account the number of predictors used in the model. In this case the adjusted is noticeably greater than ². because it does not take into account the number of predictors used in the model. In this case the adjusted is noticeably less than ². because it does not take into account the number of predictors used in the model. In this case the adjusted is noticeably greater than

Algebra: Structure And Method, Book 1
(REV)00th Edition
ISBN:9780395977224
Author:Richard G. Brown, Mary P. Dolciani, Robert H. Sorgenfrey, William L. Cole
Publisher:Richard G. Brown, Mary P. Dolciani, Robert H. Sorgenfrey, William L. Cole
Chapter7: Applying Fractions
Section7.2: Proportions
Problem 47WE
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Question
A statistical program is recommended.
An article gave the data, shown in the table below, on dimensions of 27 representative food products.
Product Material Height
V
1
2
3
4
5
6
7
8
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
glass
glass
glass
glass
plastic
glass
glass
plastic
plastic
plastic
tin
plastic
glass
glass
glass
glass
cardboard
cardboard
glass
glass
glass
glass
glass
glass
plastic
tin
tin
7.7
6.2
8.5
10.4
8.0
10.2
ⒸH₂ : B₁ = B₂ =B₂ = 0
10.5
3.4
6.9
10.9
9.7
10.1
13.0
13.0
11.0
8.7
17.1
16.5
16.5
17.8
14.0
13.6
27.9
19.5
13.8
OH:₁₂ and B, are all not 0
H₁₂P₁ =B₁₂ =B₂ = 0
Maximum
Width
HB₁ B₂ and ₂ are all not 0
2.50
OH: at least one of B₁, B₂, or is not 0
H₁₂ : B₁ =B₁₂= B ₂ = 0
2.90
2.15
H₂: at least one of B₁, B₂ or B₂ is not 0
2.90
3.20
2.00
1.60
4.80
5.90
5.80
2.90
2.45
2.60
2.60
2.70
3.10
5.10
10.20
3.50
2.70
3.00
2.70
2.50
2.40
4.40
7.50
4.25
Minimum
Width
(c) Carry out a model utility F test at a 0.05 significance level.
State the null and alternative hypotheses.
|OH: B₁ = B₂ =B₂ = 0
1.80
2.70
2.00
2.60
3.15
1.80
1.50
3.80
5.00
4.75
2.80
2.10
2.20
2.60
2.60
2.90
5.10
10.20
3.50
1.20
1.70
1.75
1.70
1.20
1.20
7.50
4.25
Elongation Volume
1.50
1.07
1.98
1.79
Calculate the test statistic. (Round your answer to two decimal places.)
F=
1.25
2.17
3.19
1.09
0.29
0.59
1.88
1.98
1.94
2.50
2.41
1.77
0.85
0.84
2.36
3.06
1.62
3.30
(b) Why should we consider adjusted R² instead of R² when evaluating this model?
Ⓒ We should consider the adjusted ² instead of
O We should consider the adjusted instead of
O We should consider the adjusted instead of
O We should consider the adjusted instead of
2.80
2.83
3.17
1.30
1.62
122
133
178
Use technology to calculate the P-value. (Round your answer to four decimal places.)
P-value =
10 WN
288
327
93
118
518
333
"
NHW
340
171
244
240
365
308
630
1255
(a) Fit a multiple regression model for predicting the volume (in ml) of a package based on its minimum width, maximum width, and elongation score. (Round your numerical values to two decimal places. Use x, for minimum width, x₂ for the maximum width and x, for the elongation score.)
654
306
320
308
246
205
1204
2327
because it takes into account the number of predictors used in the model. In this case the adjusted 2 is noticeably less than ².
because it takes into account the number of predictors used in the model. In this case the adjusted is noticeably greater than ².
728
because it does not take into account the number of predictors used in the model. In this case the adjusted is noticeably less than 2.
because it does not take into account the number of predictors used in the model. In this case the adjusted ² is noticeably greater than
Transcribed Image Text:A statistical program is recommended. An article gave the data, shown in the table below, on dimensions of 27 representative food products. Product Material Height V 1 2 3 4 5 6 7 8 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 glass glass glass glass plastic glass glass plastic plastic plastic tin plastic glass glass glass glass cardboard cardboard glass glass glass glass glass glass plastic tin tin 7.7 6.2 8.5 10.4 8.0 10.2 ⒸH₂ : B₁ = B₂ =B₂ = 0 10.5 3.4 6.9 10.9 9.7 10.1 13.0 13.0 11.0 8.7 17.1 16.5 16.5 17.8 14.0 13.6 27.9 19.5 13.8 OH:₁₂ and B, are all not 0 H₁₂P₁ =B₁₂ =B₂ = 0 Maximum Width HB₁ B₂ and ₂ are all not 0 2.50 OH: at least one of B₁, B₂, or is not 0 H₁₂ : B₁ =B₁₂= B ₂ = 0 2.90 2.15 H₂: at least one of B₁, B₂ or B₂ is not 0 2.90 3.20 2.00 1.60 4.80 5.90 5.80 2.90 2.45 2.60 2.60 2.70 3.10 5.10 10.20 3.50 2.70 3.00 2.70 2.50 2.40 4.40 7.50 4.25 Minimum Width (c) Carry out a model utility F test at a 0.05 significance level. State the null and alternative hypotheses. |OH: B₁ = B₂ =B₂ = 0 1.80 2.70 2.00 2.60 3.15 1.80 1.50 3.80 5.00 4.75 2.80 2.10 2.20 2.60 2.60 2.90 5.10 10.20 3.50 1.20 1.70 1.75 1.70 1.20 1.20 7.50 4.25 Elongation Volume 1.50 1.07 1.98 1.79 Calculate the test statistic. (Round your answer to two decimal places.) F= 1.25 2.17 3.19 1.09 0.29 0.59 1.88 1.98 1.94 2.50 2.41 1.77 0.85 0.84 2.36 3.06 1.62 3.30 (b) Why should we consider adjusted R² instead of R² when evaluating this model? Ⓒ We should consider the adjusted ² instead of O We should consider the adjusted instead of O We should consider the adjusted instead of O We should consider the adjusted instead of 2.80 2.83 3.17 1.30 1.62 122 133 178 Use technology to calculate the P-value. (Round your answer to four decimal places.) P-value = 10 WN 288 327 93 118 518 333 " NHW 340 171 244 240 365 308 630 1255 (a) Fit a multiple regression model for predicting the volume (in ml) of a package based on its minimum width, maximum width, and elongation score. (Round your numerical values to two decimal places. Use x, for minimum width, x₂ for the maximum width and x, for the elongation score.) 654 306 320 308 246 205 1204 2327 because it takes into account the number of predictors used in the model. In this case the adjusted 2 is noticeably less than ². because it takes into account the number of predictors used in the model. In this case the adjusted is noticeably greater than ². 728 because it does not take into account the number of predictors used in the model. In this case the adjusted is noticeably less than 2. because it does not take into account the number of predictors used in the model. In this case the adjusted ² is noticeably greater than
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