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Os01g0248500

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Similar to Pathogen-related protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 8.16 (0.0321) R2 : 0.513
β1 : 0.882 (0.139) R2dD : 0.0726 R2D : 0.137
β2 : 0.785 (0.077) R2dC : 0.126 R2C : 0.196
β3 : 1.07 (0.133) R2dE : 0.0935 R2E : 0.0952
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 3.86 (0.471) R2dD*E : 0.113 R2D*E : 0.168
γ1 : -0.0599 (0.0722) R2dN8 : 0.000687 R2N8 : 0.000399
σ : 0.56
deviance : 144.75
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C
peak time of C : 22.4
E
wheather : temperature
threshold : 29.65
memory length : 10
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = < th, dose dependency = dose dependent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
143.45 0.563 8.16 0.823 0.77 1.11 -0.61 4.18 -0.0475 22.4 29.56 10 -- --
162.83 0.599 8.08 1.55 0.795 1.26 0.513 -- 0.0992 22.8 44.71 4 -- --
144.75 0.56 8.16 0.882 0.785 1.07 -- 3.86 -0.0599 22.4 29.65 10 -- --
163.76 0.596 8.08 1.54 0.794 1.31 -- -- 0.108 22.5 41.85 13 -- --
176.57 0.619 8.11 1.03 -- 1.57 -- 3.77 0.0606 -- 29.7 2 -- --
177.81 0.625 8.12 1.31 1.04 -- 0.754 -- -0.0747 23.8 -- -- -- --
180.21 0.629 8.12 1.29 1.04 -- -- -- -0.0771 23.7 -- -- -- --
196.9 0.654 8.04 1.66 -- 1.89 -- -- 0.188 -- 35.66 2 -- --
220.36 0.695 8.14 -- 0.934 0.573 -- -- -0.153 23.4 86.86 5 -- --
248.3 0.736 8.1 1.32 -- -- -- -- -0.0646 -- -- -- -- --
223.77 0.7 8.15 -- 1.06 -- -- -- -0.22 23.8 -- -- -- --
265.21 0.761 8.1 -- -- 1.38 -- -- -0.0555 -- 86.86 5 -- --
293.95 0.8 8.13 -- -- -- -- -- -0.211 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 142.77 temperature 30.0 10 < th dose dependent rect. 1 23
2 143.03 temperature 30.0 10 < th dose dependent rect. 13 23
3 143.32 temperature 30.0 10 < th dose dependent rect. 11 23
4 143.38 temperature 30.0 90 < th dose dependent rect. 11 22
5 143.41 temperature 30.0 10 < th dose dependent rect. 9 23
6 143.54 temperature 30.0 10 < th dose dependent no NA NA
7 143.57 temperature 30.0 10 < th dose dependent rect. 15 23
8 143.63 temperature 30.0 90 < th dose dependent rect. 23 23
9 143.71 temperature 30.0 10 < th dose dependent rect. 12 20
11 143.85 temperature 15.0 10 > th dose dependent rect. 3 23
16 143.94 temperature 30.0 30 < th dose dependent rect. 19 23
21 144.14 temperature 30.0 10 < th dose dependent rect. 17 23
29 144.57 temperature 30.0 10 < th dose dependent rect. 23 23
30 144.63 temperature 30.0 10 < th dose dependent rect. 21 23
32 144.72 temperature 15.0 10 > th dose dependent rect. 23 23
34 144.73 temperature 15.0 10 > th dose dependent rect. 7 23
35 144.76 temperature 10.0 10 > th dose dependent no NA NA
39 144.88 temperature 15.0 10 > th dose dependent rect. 21 23
43 145.01 temperature 30.0 10 < th dose dependent rect. 7 23
60 145.34 temperature 30.0 10 < th dose dependent rect. 3 23
93 146.25 temperature 15.0 10 > th dose dependent rect. 9 23
97 146.28 temperature 15.0 10 > th dose dependent rect. 1 23
128 146.85 temperature 15.0 30 > th dose dependent rect. 13 23
145 147.18 temperature 30.0 30 < th dose dependent rect. 5 23
162 147.47 temperature 15.0 10 > th dose dependent rect. 15 23
174 147.76 temperature 15.0 10 > th dose dependent rect. 17 23
207 148.19 temperature 15.0 10 > th dose dependent rect. 11 23
255 148.73 temperature 20.0 10 > th dose dependent rect. 8 18
257 148.74 temperature 10.0 270 > th dose dependent rect. 16 23
295 149.08 temperature 25.0 90 < th dose dependent rect. 1 20
541 150.85 temperature 20.0 10 > th dose dependent rect. 23 21
590 151.11 temperature 25.0 10 < th dose dependent rect. 2 18
693 151.62 wind 5.0 1440 < th dose independent rect. 11 2
694 151.62 wind 5.0 1440 > th dose dependent rect. 20 17
738 151.77 temperature 15.0 720 > th dose dependent sin 21 NA
767 151.85 wind 5.0 1440 > th dose independent rect. 11 2
796 151.98 temperature 20.0 10 > th dose dependent rect. 19 23
862 152.28 temperature 25.0 10 < th dose dependent sin 23 NA
932 152.51 precipitation 0.1 4320 < th dose independent rect. 17 1
933 152.51 precipitation 0.1 4320 < th dose dependent rect. 17 1
936 152.53 wind 5.0 720 < th dose independent rect. 21 16