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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.

Os04g0615600

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.82 (0.0379) R2 : 0.394
β1 : -0.833 (0.146) R2dD : 0.0511 R2D : 0.0701
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.9 (0.173) R2dE : 0.198 R2E : 0.293
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.498 (0.085) R2dN8 : 0.0695 R2N8 : 0.09
σ : 0.699
deviance : 225.44
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 11.89
memory length : 1019
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
211.78 0.684 4.78 -0.536 0.558 -1.98 -1.5 1.8 -0.415 16.5 10.12 717 -- --
213.8 0.681 4.82 -0.845 0.375 -1.87 -1.5 -- -0.504 16 10.71 883 -- --
217.27 0.687 4.77 -0.448 0.294 -1.81 -- 2.02 -0.4 15 9.088 993 -- --
220.13 0.691 4.83 -0.863 0.412 -1.89 -- -- -0.51 16.1 11.36 832 -- --
221.82 0.694 4.77 -0.41 -- -1.93 -- 2.07 -0.385 -- 12.94 1033 -- --
264.32 0.762 4.88 -1.33 0.532 -- -1.01 -- -0.802 13.8 -- -- -- --
267.74 0.766 4.88 -1.36 0.534 -- -- -- -0.809 13 -- -- -- --
225.44 0.699 4.82 -0.833 -- -1.9 -- -- -0.498 -- 11.89 1019 -- --
237.61 0.718 4.8 -- 0.313 -2.18 -- -- -0.373 15.9 14.4 933 -- --
285.49 0.79 4.89 -1.38 -- -- -- -- -0.819 -- -- -- -- --
316.74 0.833 4.85 -- 0.557 -- -- -- -0.657 13.1 -- -- -- --
241.52 0.724 4.79 -- -- -2.24 -- -- -0.358 -- 14.2 1046 -- --
335.99 0.856 4.86 -- -- -- -- -- -0.666 -- -- -- -- --

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
1 203.66 temperature 10 720 > th dose dependent rect. 2 19
14 206.09 temperature 20 720 > th dose dependent rect. 3 11
19 206.50 temperature 30 720 < th dose dependent rect. 4 14
24 206.70 temperature 20 720 > th dose dependent rect. 9 4
25 206.71 temperature 15 720 > th dose dependent sin 2 NA
30 206.88 temperature 10 720 > th dose dependent rect. 1 14
72 207.96 temperature 30 720 < th dose dependent sin 1 NA
110 208.82 temperature 10 270 > th dose dependent rect. 9 12
119 209.07 temperature 30 720 < th dose dependent rect. 23 19
183 210.12 temperature 10 720 > th dose dependent rect. 16 23
219 210.65 temperature 10 720 > th dose dependent rect. 8 23
287 211.78 temperature 10 720 > th dose dependent no NA NA
389 212.76 temperature 30 720 < th dose dependent rect. 4 23
443 213.46 temperature 30 720 < th dose dependent rect. 17 23
462 213.56 temperature 30 720 < th dose dependent no NA NA
472 213.68 temperature 30 720 < th dose dependent rect. 15 23
520 214.15 temperature 30 720 < th dose dependent rect. 13 23
635 215.12 temperature 30 720 < th dose dependent rect. 10 23
713 215.48 temperature 15 1440 > th dose dependent rect. 9 1
814 215.74 temperature 30 1440 < th dose dependent rect. 9 1