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Os01g0356100

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.73 (0.0285) R2 : 0.69
β1 : 0.935 (0.107) R2dD : 0.0602 R2D : -0.0219
β2 : 1.38 (0.0721) R2dC : 0.249 R2C : 0.243
β3 : -2.02 (0.0865) R2dE : 0.496 R2E : 0.375
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.116 (0.0665) R2dN8 : 0.00353 R2N8 : -0.031
σ : 0.517
deviance : 123.05
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C
peak time of C : 5.73
E
wheather : temperature
threshold : 22.2
memory length : 2251
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
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 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
118.38 0.511 9.68 1.62 1.43 -2.11 0.267 1.48 0.221 5.78 21.8 2482 -- --
123.81 0.518 9.73 1.09 1.4 -2.06 0.239 -- 0.0993 5.72 22 2398 -- --
116.84 0.503 9.67 1.53 1.41 -2.01 -- 1.7 0.268 5.72 22.21 2351 -- --
123.05 0.517 9.73 0.935 1.38 -2.02 -- -- 0.116 5.73 22.2 2251 -- --
212.82 0.679 9.71 1.51 -- -2 -- 1.59 0.276 -- 22.2 2065 -- --
267.03 0.766 9.89 0.095 1.39 -- 0.557 -- -0.597 6.28 -- -- -- --
267.79 0.766 9.89 0.101 1.4 -- -- -- -0.599 6.25 -- -- -- --
217.02 0.686 9.76 1.18 -- -2.24 -- -- 0.126 -- 21.7 2081 -- --
141.92 0.555 9.77 -- 1.39 -1.74 -- -- -0.0458 5.77 22.41 2243 -- --
369.08 0.898 9.92 0.139 -- -- -- -- -0.568 -- -- -- -- --
268.06 0.766 9.89 -- 1.4 -- -- -- -0.61 6.25 -- -- -- --
239.71 0.721 9.8 -- -- -1.76 -- -- -0.0332 -- 22.38 2019 -- --
369.59 0.897 9.92 -- -- -- -- -- -0.584 -- -- -- -- --

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
1 115.29 temperature 20 720 > th dose dependent rect. 21 16
3 116.57 temperature 20 720 > th dose dependent sin 7 NA
9 117.84 temperature 25 1440 < th dose dependent rect. 3 2
14 118.84 temperature 15 1440 > th dose dependent rect. 3 2
15 118.99 temperature 25 1440 < th dose dependent rect. 1 4
21 119.20 temperature 25 1440 < th dose dependent rect. 20 10
36 119.60 temperature 15 1440 > th dose dependent rect. 1 5
106 120.79 temperature 15 1440 > th dose dependent rect. 21 9
170 121.62 temperature 25 1440 < th dose dependent sin 11 NA
342 123.60 temperature 15 1440 > th dose dependent sin 11 NA
415 124.59 temperature 25 1440 < th dose dependent rect. 21 2
771 129.05 temperature 20 1440 > th dose dependent rect. 18 4
781 129.17 temperature 20 1440 > th dose dependent rect. 20 1
798 129.30 temperature 20 4320 > th dose independent rect. 21 2
900 130.23 temperature 20 1440 < th dose independent rect. 4 3
936 130.40 temperature 20 4320 < th dose independent rect. 21 2