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Os03g0796600

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

Description : Protein of unknown function DUF506, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.5 (0.036) R2 : 0.616
β1 : -2.66 (0.145) R2dD : 0.43 R2D : -0.00182
β2 : 1.76 (0.0888) R2dC : 0.347 R2C : 0.15
β3 : 0.807 (0.139) R2dE : 0.0456 R2E : -0.179
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -5.24 (0.605) R2dD*E : 0.118 R2D*E : -0.173
γ1 : -1.16 (0.0833) R2dN8 : 0.289 R2N8 : -0.0552
σ : 0.621
deviance : 177.8
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C
peak time of C : 4.74
E
wheather : radiation
threshold : 10.04
memory length : 1655
response mode : > th
dose dependency : dose independent
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 = radiation, 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
167.38 0.608 12.5 -2.8 1.59 0.797 2.45 -4.84 -1.17 4.81 10.04 1487 -- --
199.86 0.658 12.4 -2.2 1.56 0.758 1.86 -- -1 5.16 10.07 1368 -- --
177.8 0.621 12.5 -2.66 1.76 0.807 -- -5.24 -1.16 4.74 10.04 1655 -- --
212.25 0.679 12.4 -2.09 1.55 0.792 -- -- -0.92 5.35 10.07 1351 -- --
319.39 0.832 12.5 -2.81 -- 0.817 -- -5.04 -1.15 -- 10.03 1472 -- --
213.03 0.684 12.3 -1.86 1.55 -- 2.6 -- -0.677 4.87 -- -- -- --
230.09 0.71 12.3 -1.87 1.57 -- -- -- -0.69 5.06 -- -- -- --
337.11 0.855 12.4 -2.08 -- 0.873 -- -- -0.897 -- 10.25 1378 -- --
306.87 0.816 12.3 -- 1.65 0.859 -- -- -0.431 4.91 60 472 -- --
359.77 0.886 12.3 -1.81 -- -- -- -- -0.65 -- -- -- -- --
322.39 0.84 12.3 -- 1.54 -- -- -- -0.481 5.1 -- -- -- --
369.58 0.895 12.3 -- -- 0.987 -- -- -0.466 -- 69.23 34650 -- --
446.64 0.986 12.3 -- -- -- -- -- -0.448 -- -- -- -- --

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
1 154.80 radiation 10 1440 < th dose dependent rect. 13 16
2 154.86 radiation 10 1440 < th dose dependent rect. 13 14
4 154.91 radiation 10 1440 < th dose dependent rect. 13 12
5 154.93 radiation 10 1440 < th dose dependent rect. 13 10
8 154.95 radiation 10 1440 < th dose dependent rect. 13 6
9 154.95 radiation 10 1440 < th dose dependent rect. 13 8
12 155.08 radiation 10 1440 < th dose dependent rect. 13 4
25 155.55 radiation 10 1440 < th dose dependent sin 18 NA
154 163.22 radiation 10 1440 < th dose independent rect. 15 1
169 163.48 radiation 10 1440 > th dose independent rect. 10 20
170 163.49 radiation 10 1440 > th dose independent rect. 10 8
191 163.71 radiation 10 1440 > th dose independent sin 18 NA
306 166.29 radiation 10 1440 > th dose independent rect. 14 3
481 169.21 radiation 10 1440 > th dose independent no NA NA
482 169.21 radiation 10 1440 > th dose independent rect. 5 13
619 170.25 radiation 10 1440 > th dose independent rect. 13 23
662 170.71 radiation 10 1440 < th dose independent rect. 14 13
665 170.76 radiation 10 1440 < th dose independent rect. 14 11
666 170.77 radiation 10 1440 < th dose independent rect. 14 9
671 170.79 radiation 10 1440 < th dose independent rect. 14 7
757 172.00 radiation 1 1440 > th dose dependent sin 16 NA
815 172.63 radiation 1 1440 > th dose dependent rect. 11 8
826 172.67 humidity 90 1440 < th dose dependent rect. 15 2
839 172.75 humidity 60 1440 > th dose dependent rect. 9 8
848 172.78 humidity 80 1440 > th dose independent rect. 8 9
861 172.87 humidity 90 1440 < th dose dependent rect. 10 8
865 172.88 humidity 50 720 > th dose dependent rect. 5 21
896 173.06 radiation 10 1440 < th dose dependent rect. 2 21
902 173.08 radiation 10 1440 < th dose dependent no NA NA
903 173.08 radiation 10 1440 < th dose dependent rect. 2 19
907 173.08 radiation 10 1440 < th dose dependent rect. 20 23
908 173.08 radiation 10 1440 < th dose dependent rect. 22 23
910 173.09 radiation 10 1440 < th dose dependent rect. 2 17
916 173.09 radiation 10 1440 < th dose dependent rect. 22 21