data Bees drinking energy
19:14 Saturday, July 23, 2011
Obs temperature sucrose rep energy x1 x2 x3
1
20
20
1
3.1
-1
-1
1
2
20
20
2
3.7
-1
-1
1
3
20
20
3
4.7
-1
-1
1
4
20
40
1
5.5
-1
1
-1
5
20
40
2
6.7
-1
1
-1
6
20
40
3
7.3
-1
1
-1
7
30
20
1
6.0
1
-1
-1
8
30
20
2
6.9
1
-1
-1
9
30
20
3
7.5
1
-1
-1
10
30
40
1
11.5
1
1
1
11
30
40
2
12.9
1
1
1
12
30
40
3
13.4
1
1
1
1
data Bees drinking energy
Mean table
19:14 Saturday, July 23, 2011
Obs temperature sucrose _TYPE_ energy
1
.
.
0
7.4333
2
.
20
1
5.3167
3
.
40
1
9.5500
4
20
.
2
5.1667
5
30
.
2
9.7000
6
20
20
3
3.8333
7
20
40
3
6.5000
8
30
20
3
6.8000
9
30
40
3 12.6000
2
19:14 Saturday, July 23, 2011
The REG Procedure
Model: mod_x1_x2_x3
Dependent Variable: energy
Number of Observations Read
12
Number of Observations Used
12
Analysis of Variance
Source
Sum of
Squares
DF
Model
3 122.78000
Error
8
Corrected Total
Mean
Square F Value Pr > F
40.92667
6.06667
53.97
0.75833
11 128.84667
Root MSE
0.87082 R-Square 0.9529
Dependent Mean
7.43333 Adj R-Sq
Coeff Var
<.0001
0.9353
11.71511
Parameter Estimates
Parameter Standard
Estimate
Error t Value Pr > |t| Type I SS Type II SS
Variable
DF
Intercept
1
7.43333
0.25139
29.57
<.0001
663.05333
663.05333
x1
1
2.26667
0.25139
9.02
<.0001
61.65333
61.65333
x2
1
2.11667
0.25139
8.42
<.0001
53.76333
53.76333
x3
1
0.78333
0.25139
3.12
0.0143
7.36333
7.36333
3
Predicted Means
Obs temperature sucrose rep energy x1 x2 x3
19:14 Saturday, July 23, 2011
pred
lower
upper residual
1
20
20
1
3.1
-1
-1
1
3.8333
2.6739
4.9927 -0.73333
2
20
20
2
3.7
-1
-1
1
3.8333
2.6739
4.9927 -0.13333
3
20
20
3
4.7
-1
-1
1
3.8333
2.6739
4.9927
4
20
40
1
5.5
-1
1
-1
6.5000
5.3406
7.6594 -1.00000
5
20
40
2
6.7
-1
1
-1
6.5000
5.3406
7.6594
0.20000
6
20
40
3
7.3
-1
1
-1
6.5000
5.3406
7.6594
0.80000
7
30
20
1
6.0
1
-1
-1
6.8000
5.6406
7.9594 -0.80000
8
30
20
2
6.9
1
-1
-1
6.8000
5.6406
7.9594
0.10000
9
30
20
3
7.5
1
-1
-1
6.8000
5.6406
7.9594
0.70000
10
30
40
1
11.5
1
1
1 12.6000 11.4406 13.7594 -1.10000
11
30
40
2
12.9
1
1
1 12.6000 11.4406 13.7594
0.30000
12
30
40
3
13.4
1
1
1 12.6000 11.4406 13.7594
0.80000
0.86667
4
19:14 Saturday, July 23, 2011
5
Energy against temperature
by sucrose level
energy
mean
14
14
12
12
10
10
8
8
6
6
4
4
2
2
0
0
20
21
22
23
24
25
26
27
temperature
sucrose
20
40
sucrose
20
40
28
29
30