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Os11g0495700

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 : 6.28 (0.0292) R2 : 0.362
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.02 (0.0763) R2dC : 0.259 R2C : 0.195
β3 : 1.38 (0.13) R2dE : 0.181 R2E : 0.103
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0951 (0.0648) R2dN8 : 0.00404 R2N8 : -0.0172
σ : 0.54
deviance : 134.33
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C
peak time of C : 18
E
wheather : temperature
threshold : 25
memory length : 601
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
133.74 0.543 6.29 0.065 0.994 1.47 0.286 0.51 0.0936 18.2 25 718 -- --
133.83 0.539 6.28 0.151 1.03 1.46 0.131 -- 0.119 18 25 608 -- --
133.75 0.539 6.29 0.0912 1.03 1.49 -- 0.363 0.104 18.1 25 610 -- --
133.85 0.539 6.28 0.139 1.03 1.42 -- -- 0.113 18 25 600 -- --
174.38 0.615 6.29 -0.0323 -- 1.28 -- 0.81 0.0397 -- 25.4 2693 -- --
164.01 0.6 6.34 -0.248 0.899 -- 0.0665 -- -0.185 17.5 -- -- -- --
164.02 0.6 6.34 -0.249 0.9 -- -- -- -0.184 17.5 -- -- -- --
174.86 0.616 6.27 0.157 -- 1.41 -- -- 0.0824 -- 25.6 1218 -- --
134.33 0.54 6.28 -- 1.02 1.38 -- -- 0.0951 18 25 601 -- --
206.15 0.671 6.33 -0.279 -- -- -- -- -0.207 -- -- -- -- --
165.65 0.602 6.34 -- 0.904 -- -- -- -0.157 17.4 -- -- -- --
175.31 0.617 6.26 -- -- 1.4 -- -- 0.0861 -- 25.7 1237 -- --
208.2 0.673 6.32 -- -- -- -- -- -0.176 -- -- -- -- --

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
1 130.23 temperature 10 720 > th dose dependent rect. 21 8
2 130.37 temperature 25 270 < th dose dependent rect. 24 21
14 132.24 temperature 25 720 < th dose dependent sin 11 NA
15 132.26 temperature 25 720 < th dose dependent rect. 19 12
16 132.34 temperature 25 720 < th dose dependent rect. 21 9
45 132.99 temperature 20 1440 < th dose independent rect. 5 1
64 133.16 temperature 25 720 < th dose dependent rect. 18 21
82 133.29 temperature 25 720 < th dose dependent rect. 9 22
117 133.55 temperature 20 1440 > th dose independent rect. 5 1
140 133.74 temperature 25 720 < th dose dependent no NA NA
159 133.97 temperature 30 1440 < th dose dependent rect. 4 1
167 134.03 temperature 25 270 < th dose dependent sin 6 NA
172 134.10 temperature 20 1440 > th dose dependent rect. 2 2
185 134.20 temperature 15 1440 > th dose dependent rect. 4 1
192 134.26 temperature 25 720 < th dose dependent rect. 3 23
225 134.50 temperature 10 720 > th dose dependent rect. 17 16
293 134.91 temperature 10 720 > th dose dependent sin 10 NA
357 135.28 temperature 25 1440 < th dose independent rect. 23 16
760 136.66 temperature 20 1440 > th dose independent rect. 3 9
824 136.79 temperature 20 1440 < th dose independent rect. 3 9
887 136.93 temperature 25 1440 < th dose independent rect. 12 18
950 137.08 temperature 20 4320 > th dose independent rect. 22 1