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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os03g0225900

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

Description : Allene oxide synthase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.75 (0.0659) R2 : 0.415
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.58 (0.164) R2dC : 0.119 R2C : 0.173
β3 : 3.7 (0.285) R2dE : 0.242 R2E : 0.249
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.594 (0.144) R2dN8 : 0.0441 R2N8 : 0.00203
σ : 1.23
deviance : 692.36
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_____
C
peak time of C : 2.74
E
wheather : radiation
threshold : 2.12
memory length : 1639
response mode : < th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 19.3
open length of G : --

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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 = 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
684.58 1.23 4.8 -1.46 2.03 5.37 -0.0611 11.9 0.44 3.61 1 1496 17.4 --
695.59 1.23 4.66 -0.75 1.94 3.18 0.134 -- 0.721 3.46 3.66 1603 18 --
684.43 1.22 4.8 -1.44 2.01 5.43 -- 12 0.444 3.58 0.9973 1496 17.6 --
689.62 1.22 4.77 -0.372 1.6 3.76 -- -- 0.642 2.58 2.09 1639 19.4 --
793.18 1.31 4.78 -1.19 -- 5.71 -- 10.9 0.421 -- 1.04 1738 19.6 --
930.93 1.43 4.73 -1.03 1.96 -- -0.416 -- 0.212 3.26 -- -- -- --
931.49 1.43 4.73 -1.02 1.96 -- -- -- 0.214 3.27 -- -- -- --
781.28 1.3 4.74 -0.317 -- 4.53 -- -- 0.509 -- 2.098 1647 21.7 --
692.36 1.23 4.75 -- 1.58 3.7 -- -- 0.594 2.74 2.12 1639 19.3 --
1148.66 1.58 4.73 -0.94 -- -- -- -- 0.266 -- -- -- -- --
959.09 1.45 4.7 -- 1.94 -- -- -- 0.328 3.27 -- -- -- --
771.59 1.29 4.59 -- -- 4.92 -- -- 0.891 -- 2.1 1648 21.5 --
1171.98 1.6 4.7 -- -- -- -- -- 0.37 -- -- -- -- --

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
1 628.25 humidity 80 43200 > th dose dependent rect. 11 4
2 629.82 humidity 80 43200 > th dose dependent rect. 12 2
13 639.18 humidity 80 43200 > th dose independent rect. 11 3
17 641.38 humidity 80 43200 > th dose independent rect. 11 5
21 642.48 temperature 25 43200 > th dose independent rect. 14 1
23 642.85 temperature 25 43200 < th dose independent rect. 13 2
33 644.18 temperature 25 43200 > th dose independent rect. 9 2
39 644.73 temperature 25 43200 < th dose independent rect. 9 2
45 644.97 temperature 25 43200 < th dose independent rect. 10 7
47 645.04 temperature 25 43200 > th dose independent rect. 9 7
59 645.42 humidity 80 43200 < th dose independent rect. 11 3
84 646.28 temperature 30 43200 < th dose dependent rect. 13 1
156 648.70 temperature 20 43200 > th dose independent rect. 4 1
162 649.16 temperature 20 43200 < th dose independent rect. 4 1
200 650.65 temperature 25 43200 < th dose dependent rect. 7 10
206 650.73 temperature 25 43200 < th dose dependent rect. 8 2
221 651.05 humidity 80 43200 > th dose dependent rect. 16 1
237 651.25 temperature 25 43200 < th dose dependent rect. 16 1
255 651.56 temperature 25 43200 > th dose independent sin 23 NA
256 651.59 temperature 25 43200 < th dose independent sin 22 NA
327 652.75 temperature 25 43200 < th dose dependent sin 23 NA
333 652.89 humidity 90 43200 < th dose independent rect. 10 10
422 653.96 temperature 20 43200 < th dose independent rect. 4 4
430 654.07 temperature 20 43200 > th dose independent rect. 24 1
553 655.49 temperature 20 43200 > th dose independent rect. 24 6
574 655.74 temperature 20 43200 > th dose independent rect. 24 8
597 655.98 humidity 80 43200 < th dose independent rect. 15 1
627 656.19 temperature 25 43200 > th dose dependent rect. 11 1
635 656.26 temperature 20 43200 < th dose independent rect. 24 6
638 656.28 temperature 20 43200 < th dose independent rect. 24 1
656 656.42 temperature 20 43200 < th dose independent rect. 24 8
704 656.75 temperature 20 43200 > th dose dependent rect. 8 1
748 656.99 temperature 20 43200 > th dose independent sin 7 NA
798 657.25 temperature 25 43200 > th dose dependent rect. 11 3
832 657.40 temperature 25 43200 > th dose dependent rect. 13 1
896 657.72 temperature 20 43200 < th dose independent sin 7 NA