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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.

Os12g0177900

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

Description : Aldehyde dehydrogenase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.92 (0.0429) R2 : 0.596
β1 : 0.962 (0.161) R2dD : 0.036 R2D : 0.00547
β2 : 1.49 (0.107) R2dC : 0.177 R2C : 0.162
β3 : -2.24 (0.13) R2dE : 0.334 R2E : 0.327
β4 : 2.56 (0.466) R2dD*C : 0.0274 R2D*C : 0.0288
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.341 (0.099) R2dN8 : 0.0182 R2N8 : 0.0718
σ : 0.781
deviance : 281.17
__
_____
C
peak time of C : 7.68
E
wheather : temperature
threshold : 22.1
memory length : 1445
response mode : > th
dose dependency : dose independent
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 independent, 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
280.94 0.788 5.91 1.04 1.51 -2.22 2.59 0.308 -0.332 7.65 22.13 1432 -- --
281.17 0.781 5.92 0.962 1.49 -2.24 2.56 -- -0.341 7.68 22.1 1445 -- --
299.68 0.806 5.91 1.11 1.5 -2.21 -- 0.311 -0.338 7.83 22.1 1459 -- --
299.92 0.807 5.92 0.999 1.5 -2.21 -- -- -0.359 7.84 22.2 1459 -- --
370.28 0.896 5.98 0.851 -- -2.3 -- -0.493 -0.366 -- 22.1 738 -- --
460.25 1.01 6.08 0.133 1.49 -- 2.44 -- -1.09 7.86 -- -- -- --
477.29 1.02 6.09 0.201 1.48 -- -- -- -1.09 8.06 -- -- -- --
370.68 0.897 5.96 0.955 -- -2.23 -- -- -0.338 -- 22.13 760 -- --
320.97 0.834 5.96 -- 1.4 -1.87 -- -- -0.537 7.37 22.4 1122 -- --
597.51 1.14 6.12 0.214 -- -- -- -- -1.07 -- -- -- -- --
478.35 1.02 6.09 -- 1.48 -- -- -- -1.11 8.05 -- -- -- --
392.85 0.923 5.99 -- -- -2.03 -- -- -0.487 -- 22.26 758 -- --
598.72 1.14 6.13 -- -- -- -- -- -1.1 -- -- -- -- --

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
1 287.17 temperature 25 1440 < th dose dependent rect. 17 12
3 287.83 temperature 25 720 < th dose dependent rect. 16 19
42 290.01 temperature 25 1440 < th dose dependent sin 13 NA
65 290.81 temperature 25 1440 < th dose dependent rect. 21 1
86 291.74 temperature 25 1440 < th dose dependent rect. 1 4
106 292.18 temperature 25 1440 < th dose dependent rect. 1 1
126 292.72 temperature 25 720 < th dose dependent rect. 24 23
144 293.17 temperature 15 1440 > th dose dependent rect. 24 5
148 293.23 temperature 15 1440 > th dose dependent rect. 1 1
185 294.00 temperature 25 720 < th dose dependent no NA NA
187 294.00 temperature 15 720 > th dose dependent rect. 18 15
257 294.95 temperature 25 720 < th dose dependent rect. 21 23
268 295.05 temperature 15 720 > th dose dependent sin 10 NA
279 295.16 temperature 15 1440 > th dose dependent rect. 18 11
296 295.34 temperature 25 720 < th dose dependent rect. 6 23
485 297.31 wind 9 43200 > th dose dependent rect. 18 12
780 301.59 temperature 15 270 > th dose dependent rect. 17 23
845 302.62 temperature 15 720 > th dose dependent rect. 17 21