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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.

Os04g0433100

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

Description : TRAF-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.85 (0.032) R2 : 0.00359
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0863 (0.0673) R2dN8 : 0.00464 R2N8 : 0.00359
σ : 0.602
deviance : 166.18
__
_____
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 = radiation, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
134.03 0.544 2.88 0.0817 0.0264 7.09 -0.301 14.7 -0.0589 20.2 0.8761 35 6.45 9.55
143.65 0.558 2.83 0.0463 0.0201 2.77 -0.268 -- -0.0434 23.5 1.801 61 6.02 10.5
134.19 0.54 2.89 0.0927 0.0305 7.48 -- 15.7 -0.0622 22.3 0.8637 32 6.37 9.63
143.88 0.559 2.85 0.0578 0.0473 2.72 -- -- -0.0431 1.29 1.93 61 6.07 10.5
133.9 0.539 2.88 0.109 -- 8.33 -- 17.8 -0.0431 -- 0.8669 28 7.57 9.44
165 0.602 2.85 -0.0454 0.00345 -- -0.672 -- -0.0882 18.7 -- -- -- --
166.14 0.604 2.86 -0.0339 0.0148 -- -- -- -0.0898 13.2 -- -- -- --
144.01 0.559 2.84 0.0584 -- 2.69 -- -- -0.0422 -- 1.92 61 6.05 10.5
143.97 0.559 2.85 -- 0.0473 2.69 -- -- -0.0493 1.33 1.936 61 6.05 10.5
166.15 0.602 2.86 -0.0345 -- -- -- -- -0.0901 -- -- -- -- --
166.17 0.603 2.85 -- 0.0154 -- -- -- -0.086 13.3 -- -- -- --
144.1 0.559 2.85 -- -- 2.67 -- -- -0.0488 -- 1.93 61 6.04 10.5
166.18 0.602 2.85 -- -- -- -- -- -0.0863 -- -- -- -- --

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
1 134.83 radiation 1.0 30 < th dose dependent rect. 7 9
7 136.56 radiation 1.0 90 < th dose independent rect. 7 9
8 137.52 radiation 10.0 10 < th dose independent rect. 8 1
11 139.48 radiation 10.0 10 < th dose dependent rect. 8 1
26 142.74 radiation 1.0 10 < th dose independent rect. 7 7
30 142.77 precipitation 0.1 90 > th dose independent rect. 6 5
33 142.77 precipitation 0.1 90 > th dose dependent rect. 6 5
59 142.82 precipitation 0.1 90 > th dose independent rect. 7 1
62 142.82 precipitation 0.1 10 > th dose independent rect. 5 3
70 142.82 radiation 1.0 10 < th dose independent rect. 7 5
88 142.82 precipitation 0.1 90 > th dose dependent rect. 7 1
91 142.82 precipitation 0.1 10 > th dose dependent rect. 5 3
99 142.82 radiation 1.0 10 < th dose dependent rect. 7 5
136 142.90 radiation 1.0 90 < th dose dependent rect. 7 4
163 142.97 precipitation 0.1 10 > th dose independent rect. 7 1
200 142.97 precipitation 0.1 10 > th dose dependent rect. 7 1
279 146.50 humidity 90.0 90 > th dose independent rect. 18 1
282 146.70 temperature 20.0 10 < th dose independent rect. 19 1
288 146.71 temperature 20.0 10 < th dose dependent rect. 19 1
314 147.12 wind 3.0 90 > th dose independent rect. 6 1
334 148.24 wind 3.0 10 < th dose dependent rect. 20 1
360 150.10 wind 3.0 90 > th dose dependent rect. 4 3
364 150.23 humidity 90.0 90 > th dose dependent rect. 18 2
377 150.65 wind 3.0 10 < th dose independent rect. 19 2
405 151.75 radiation 1.0 90 < th dose dependent rect. 14 2
417 152.29 radiation 1.0 90 < th dose independent rect. 14 1
419 152.35 wind 3.0 10 > th dose dependent rect. 5 3
461 152.82 wind 3.0 10 > th dose dependent rect. 7 1
541 154.12 radiation 1.0 270 < th dose independent rect. 12 4
598 154.78 humidity 90.0 10 > th dose dependent rect. 7 14
619 154.89 precipitation 0.1 10 > th dose independent rect. 7 13
623 154.89 precipitation 0.1 10 > th dose dependent rect. 7 13
654 155.05 humidity 90.0 30 > th dose independent rect. 15 5
674 155.17 humidity 90.0 10 > th dose dependent rect. 7 1
684 155.22 wind 3.0 10 > th dose independent rect. 18 15
696 155.38 humidity 90.0 10 > th dose dependent rect. 7 5
712 155.51 humidity 90.0 10 > th dose independent rect. 7 1
728 155.61 wind 3.0 10 > th dose dependent rect. 18 15
798 156.04 wind 3.0 10 > th dose dependent rect. 18 17
823 156.15 humidity 90.0 270 > th dose dependent rect. 16 4
858 156.27 temperature 25.0 10 < th dose dependent rect. 8 1
877 156.34 humidity 90.0 270 > th dose independent rect. 12 8
891 156.40 temperature 25.0 10 < th dose dependent rect. 6 3
898 156.42 wind 3.0 10 > th dose dependent rect. 24 9
908 156.45 humidity 80.0 270 > th dose dependent rect. 12 8