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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.

Os09g0499700

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 : 5.39 (0.0369) R2 : 0.332
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.39 (0.166) R2dE : 0.324 R2E : 0.331
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0516 (0.0799) R2dN8 : 0.000847 R2N8 : 0.00817
σ : 0.689
deviance : 218.66
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 13.1
memory length : 723
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
207.74 0.677 5.38 0.47 0.363 -2.52 -0.0949 -0.47 0.0252 15.1 15.99 581 -- --
207.49 0.671 5.36 0.573 0.495 -2.72 0.00688 -- 0.046 14.6 14.83 478 -- --
207.65 0.671 5.38 0.494 0.365 -2.57 -- -0.36 0.03 15 15.52 570 -- --
207.41 0.671 5.37 0.546 0.529 -2.7 -- -- 0.0509 14.6 14.9 468 -- --
210.02 0.675 5.39 0.453 -- -2.6 -- -0.752 0.00648 -- 9.359 753 -- --
293.54 0.803 5.44 -0.0852 0.638 -- 0.323 -- -0.359 9.28 -- -- -- --
293.91 0.803 5.44 -0.0731 0.636 -- -- -- -0.359 9.35 -- -- -- --
210.47 0.676 5.37 0.589 -- -2.61 -- -- 0.0427 -- 12.78 746 -- --
214.21 0.682 5.39 -- 0.605 -2.44 -- -- -0.0405 14 15.4 396 -- --
317.51 0.833 5.46 -0.0763 -- -- -- -- -0.356 -- -- -- -- --
294.05 0.802 5.44 -- 0.636 -- -- -- -0.35 9.36 -- -- -- --
218.66 0.689 5.39 -- -- -2.39 -- -- -0.0516 -- 13.1 723 -- --
317.67 0.832 5.46 -- -- -- -- -- -0.348 -- -- -- -- --

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
1 202.94 temperature 10 4320 > th dose dependent rect. 21 1
2 202.97 temperature 30 4320 < th dose dependent rect. 21 1
6 204.02 temperature 20 1440 > th dose dependent rect. 24 9
8 204.22 temperature 20 1440 > th dose dependent rect. 18 15
16 204.34 temperature 10 4320 > th dose dependent rect. 20 5
19 204.40 temperature 30 4320 < th dose dependent rect. 20 5
20 204.41 temperature 30 4320 < th dose dependent rect. 17 10
42 204.63 temperature 10 4320 > th dose dependent rect. 17 11
61 204.77 temperature 10 720 > th dose dependent rect. 17 23
73 204.89 temperature 10 720 > th dose dependent rect. 11 21
74 204.90 temperature 20 1440 > th dose dependent sin 10 NA
79 204.91 temperature 15 720 > th dose dependent rect. 19 20
129 205.31 temperature 30 1440 < th dose dependent rect. 17 16
327 206.36 temperature 30 1440 < th dose dependent sin 11 NA
385 206.53 temperature 30 1440 < th dose dependent rect. 1 8
401 206.59 temperature 15 270 > th dose dependent rect. 1 23
515 206.97 temperature 20 4320 > th dose dependent rect. 24 1
762 207.72 temperature 25 4320 < th dose independent rect. 20 2
963 208.27 temperature 25 4320 < th dose dependent rect. 3 1