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Os05g0481600

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 : 12.7 (0.0132) R2 : 0.0175
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0794 (0.0278) R2dN8 : 0.0226 R2N8 : 0.0175
σ : 0.249
deviance : 28.48
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, response mode = > th, dose dependency = dose independent, 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
11.74 0.161 12.7 -0.694 0.12 -0.568 0.0389 0.219 -0.188 11.8 80.02 1459 -- --
11.78 0.16 12.7 -0.678 0.125 -0.555 0.0313 -- -0.184 12 80 1446 -- --
11.74 0.16 12.7 -0.692 0.119 -0.566 -- 0.211 -0.187 11.9 80.03 1459 -- --
11.78 0.16 12.7 -0.676 0.134 -0.549 -- -- -0.185 12.3 80.4 1420 -- --
12.5 0.165 12.7 -0.698 -- -0.602 -- 0.287 -0.188 -- 80.06 1536 -- --
15.47 0.184 12.7 -0.666 0.134 -- -0.0129 -- -0.152 11.8 -- -- -- --
15.47 0.184 12.7 -0.667 0.134 -- -- -- -0.152 11.8 -- -- -- --
12.57 0.165 12.7 -0.677 -- -0.584 -- -- -0.185 -- 80.71 1534 -- --
23.51 0.226 12.7 -- 0.16 -0.464 -- -- -0.173 12.6 82 2872 -- --
16.61 0.19 12.7 -0.671 -- -- -- -- -0.154 -- -- -- -- --
27.2 0.244 12.7 -- 0.143 -- -- -- -0.0779 12 -- -- -- --
24.01 0.228 12.7 -- -- -0.601 -- -- -0.111 -- 82.03 1593 -- --
28.48 0.249 12.7 -- -- -- -- -- -0.0794 -- -- -- -- --

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 10.66 humidity 80 1440 > th dose independent rect. 10 11
2 10.70 humidity 80 1440 < th dose independent rect. 10 10
6 10.76 humidity 80 1440 < th dose independent rect. 11 4
7 10.77 humidity 80 1440 > th dose independent rect. 11 4
8 10.77 humidity 80 1440 > th dose independent rect. 10 8
14 10.81 humidity 80 1440 > th dose dependent rect. 10 11
20 10.85 humidity 70 1440 > th dose dependent rect. 11 8
60 11.02 humidity 80 1440 > th dose independent sin 21 NA
62 11.02 humidity 70 1440 > th dose dependent rect. 11 4
91 11.11 humidity 80 1440 < th dose independent sin 21 NA
172 11.28 humidity 70 1440 > th dose dependent sin 20 NA
603 11.74 humidity 80 1440 > th dose independent no NA NA
625 11.76 humidity 80 1440 > th dose independent rect. 20 23
654 11.79 humidity 80 1440 < th dose independent no NA NA
688 11.82 humidity 80 1440 < th dose independent rect. 19 23
725 11.85 humidity 80 1440 > th dose independent rect. 13 23
762 11.88 humidity 80 1440 > th dose independent rect. 17 23
793 11.91 humidity 80 1440 < th dose independent rect. 13 23
827 11.93 humidity 80 1440 < th dose independent rect. 17 23