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Os02g0542400

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.94 (0.0328) R2 : 0.598
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.9 (0.0846) R2dC : 0.446 R2C : 0.46
β3 : 1.75 (0.19) R2dE : 0.0786 R2E : 0.106
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.379 (0.0709) R2dN8 : 0.0356 R2N8 : 0.0568
σ : 0.611
deviance : 172.29
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C
peak time of C : 16.8
E
wheather : temperature
threshold : 23.92
memory length : 510
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 21.9
open length of G : --

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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 = sin)

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
160.9 0.596 8.9 0.757 1.9 1.59 -0.508 -1.74 -0.249 16.9 24.1 611 23.3 --
164.73 0.598 8.91 0.634 1.84 1.95 -0.51 -- -0.217 16.9 24.01 575 22.4 --
161.44 0.592 8.9 0.751 1.89 1.62 -- -1.75 -0.258 16.9 24.1 611 23 --
164.62 0.598 8.92 0.568 1.9 2.04 -- -- -0.295 16.9 23.98 513 21.8 --
188.1 0.639 8.89 0.486 -- 2.44 -- -1.11 -0.409 -- 76.72 789 20.2 --
194.69 0.654 8.96 0.239 1.94 -- -0.899 -- -0.521 16.2 -- -- -- --
196.95 0.657 8.97 0.23 1.94 -- -- -- -0.526 16.2 -- -- -- --
189.97 0.642 8.92 0.409 -- 2.47 -- -- -0.425 -- 75.31 829 20.5 --
172.29 0.611 8.94 -- 1.9 1.75 -- -- -0.379 16.8 23.92 510 21.9 --
399.92 0.934 8.96 0.152 -- -- -- -- -0.578 -- -- -- -- --
198.34 0.659 8.97 -- 1.93 -- -- -- -0.552 16.2 -- -- -- --
193.87 0.648 8.94 -- -- 2.32 -- -- -0.494 -- 89.57 807 20.3 --
400.53 0.934 8.96 -- -- -- -- -- -0.595 -- -- -- -- --

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
1 152.38 temperature 15 270 > th dose dependent rect. 1 9
5 153.96 temperature 20 720 < th dose independent rect. 5 2
6 154.26 temperature 25 720 < th dose dependent rect. 4 4
8 154.56 temperature 25 720 < th dose dependent rect. 5 2
41 157.67 temperature 25 270 < th dose dependent rect. 5 8
45 157.87 temperature 25 270 < th dose dependent rect. 7 1
50 158.07 temperature 20 720 > th dose independent rect. 2 9
157 161.58 temperature 20 270 > th dose independent rect. 4 15
165 161.77 temperature 15 720 > th dose dependent rect. 1 5
246 163.24 temperature 25 720 < th dose dependent sin 6 NA
252 163.29 temperature 20 720 > th dose independent rect. 2 4
311 164.10 temperature 20 10 > th dose independent rect. 22 6
396 165.16 humidity 80 720 > th dose independent rect. 20 1
429 165.60 temperature 20 270 > th dose independent rect. 20 6
440 165.68 temperature 20 270 > th dose independent rect. 21 4
464 165.90 temperature 20 720 < th dose independent sin 6 NA
516 166.32 humidity 80 720 > th dose independent rect. 19 4
523 166.39 humidity 70 720 > th dose dependent rect. 20 1
529 166.45 temperature 20 720 > th dose independent sin 5 NA
561 166.81 temperature 15 720 > th dose dependent sin 7 NA
565 166.84 temperature 20 10 > th dose dependent rect. 4 8
636 167.38 humidity 70 720 > th dose dependent rect. 19 4
686 167.78 temperature 30 14400 < th dose independent rect. 16 2
692 167.82 temperature 30 14400 > th dose independent rect. 16 3
709 167.83 temperature 30 14400 < th dose independent rect. 16 12
721 167.86 temperature 30 14400 < th dose independent rect. 16 8
734 167.91 radiation 1 720 < th dose dependent rect. 5 4
737 167.94 temperature 30 14400 > th dose independent rect. 12 1
742 167.98 temperature 30 14400 < th dose independent rect. 12 1
748 168.02 temperature 30 14400 > th dose independent sin 13 NA
767 168.05 temperature 30 14400 < th dose independent sin 13 NA
820 168.20 temperature 30 14400 > th dose independent rect. 11 8
857 168.23 temperature 30 14400 < th dose independent rect. 11 8
862 168.23 temperature 30 14400 < th dose independent rect. 11 16
948 168.46 temperature 25 90 < th dose independent rect. 7 6
951 168.48 temperature 25 270 < th dose dependent rect. 9 1