3.37 Use the gas vapor data in Table 7.3. (a) Test the overall regression hypothesis Ho B₁ = 0 using (8.5) [or (8.22)] and (8.23). (b) Test Ho: B₁ = B3 = 0, that is, that x₁ and x3 do not significantly contrib- ute above and beyond x₂ and x4. (c) Test Ho: B=0 for j = 1, 2, 3, 4 using t, in (8.40). Use tos/2 for each test and also use a Bonferroni approach based on 105/8 (or compare the p value to .05/4). (d) Using general linear hypothesis tests, test Ho: B₁ B₂ = 12ß3 = 1284, Hol: B1 B2, H02: B₂=12B3, H03: B3 B4, and Hos: B₁-B₂ and 33 =B4. (e) Find confidence intervals for B₁, B₂, B3 and 34 using both (8.47) and (8.67).

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Chapter5: Exponential And Logarithmic Functions
Section5.5: Exponential And Logarithmic Models
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TABLE 7.3 Gas Vapor Data
y
29
24
26
22
27
21
33
34
32
34
20
36
34
23
24
32
X1
33
31
33
37
36
35
59
60
59
60
34
60
60
60
62
62
X2
53
36
51
51
54
35
56
60
60
60
35
59
62
36
38
61
X3
3.32
3.10
3.18
3.39
3.20
3.03
4.78
4.72
4.60
4.53
2.90
4.40
4.31
4.27
4.41
4.39
X4
3.42
3.26
3.18
3.08
3.41
3.03
4.57
4.72
4.41
4.53
2.95
4.36
4.42
3.94
3.49
4.39
y
40
46
55
52
29
22
31
45
37
37
33
27
34
19
16
22
X₁
90
90
92
91
61
59
88
91
63
60
60
59
59
37
35
37
X2
64
60
92
92
62
42
65
89
62
61
62
62
62
35
35
37
X3
7.32
7.32
7.45
7.27
3.91
3.75
6.48
6.70
4.30
4.02
4.02
3.98
4.39
2.75
2.59
2.73
X4
6.70
7.20
7.45
7.26
4.08
3.45
5.80
6.60
4.30
4.10
3.89
4.02
4.53
2.64
2.59
2.59
Transcribed Image Text:TABLE 7.3 Gas Vapor Data y 29 24 26 22 27 21 33 34 32 34 20 36 34 23 24 32 X1 33 31 33 37 36 35 59 60 59 60 34 60 60 60 62 62 X2 53 36 51 51 54 35 56 60 60 60 35 59 62 36 38 61 X3 3.32 3.10 3.18 3.39 3.20 3.03 4.78 4.72 4.60 4.53 2.90 4.40 4.31 4.27 4.41 4.39 X4 3.42 3.26 3.18 3.08 3.41 3.03 4.57 4.72 4.41 4.53 2.95 4.36 4.42 3.94 3.49 4.39 y 40 46 55 52 29 22 31 45 37 37 33 27 34 19 16 22 X₁ 90 90 92 91 61 59 88 91 63 60 60 59 59 37 35 37 X2 64 60 92 92 62 42 65 89 62 61 62 62 62 35 35 37 X3 7.32 7.32 7.45 7.27 3.91 3.75 6.48 6.70 4.30 4.02 4.02 3.98 4.39 2.75 2.59 2.73 X4 6.70 7.20 7.45 7.26 4.08 3.45 5.80 6.60 4.30 4.10 3.89 4.02 4.53 2.64 2.59 2.59
8.37 Use the gas vapor data in Table 7.3.
(a) Test the overall regression hypothesis Ho B₁ = 0 using (8.5) [or (8.22)]
and (8.23).
(b) Test Ho: B₁ = B3 = 0, that is, that x₁ and x3 do not significantly contrib-
ute above and beyond x₂ and x4.
(c) Test Ho: B; = 0 for j = 1, 2, 3, 4 using t; in (8.40). Use 1,05/2 for each test
and also use a Bonferroni approach based on 105/8 (or compare the p value
to .05/4).
(d) Using general linear hypothesis tests, test Ho: B₁ B₂ = 12B3 = 12B4,
H01: B₁ B2, H02: B₂=12B3, H03: B3 B4, and H04: B₁-B₂ and B3 =B4.
(e) Find confidence intervals for B₁, B₂, B3 and 34 using both (8.47) and (8.67).
-
Transcribed Image Text:8.37 Use the gas vapor data in Table 7.3. (a) Test the overall regression hypothesis Ho B₁ = 0 using (8.5) [or (8.22)] and (8.23). (b) Test Ho: B₁ = B3 = 0, that is, that x₁ and x3 do not significantly contrib- ute above and beyond x₂ and x4. (c) Test Ho: B; = 0 for j = 1, 2, 3, 4 using t; in (8.40). Use 1,05/2 for each test and also use a Bonferroni approach based on 105/8 (or compare the p value to .05/4). (d) Using general linear hypothesis tests, test Ho: B₁ B₂ = 12B3 = 12B4, H01: B₁ B2, H02: B₂=12B3, H03: B3 B4, and H04: B₁-B₂ and B3 =B4. (e) Find confidence intervals for B₁, B₂, B3 and 34 using both (8.47) and (8.67). -
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