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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.

Os11g0667600

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 : 5.86 (0.0431) R2 : 0.64
β1 : 1.86 (0.166) R2dD : 0.115 R2D : 0.237
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.86 (0.138) R2dE : 0.402 R2E : 0.526
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0193 (0.0955) R2dN8 : -5.97e-05 R2N8 : 0.000857
σ : 0.798
deviance : 293.51
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 27.2
memory length : 5899
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
283.37 0.791 5.97 0.847 0.179 3.1 -0.386 -3.39 -0.263 11.6 27.1 5890 -- --
292.22 0.796 5.88 1.89 0.143 2.77 -0.672 -- -0.0769 10.5 27.1 5919 -- --
283.96 0.785 5.97 0.861 0.177 3.1 -- -3.33 -0.268 12 27.1 5894 -- --
291.4 0.795 5.87 1.9 0.188 2.83 -- -- 0.00139 11.6 27.2 5899 -- --
285.94 0.788 5.98 0.801 -- 3.11 -- -3.51 -0.287 -- 27.13 5894 -- --
565.2 1.11 5.71 3.05 0.133 -- -0.666 -- 0.612 11.9 -- -- -- --
567.12 1.12 5.71 3.03 0.136 -- -- -- 0.61 12.1 -- -- -- --
293.51 0.798 5.86 1.86 -- 2.86 -- -- 0.0193 -- 27.2 5899 -- --
345.49 0.866 5.87 -- 0.257 3.27 -- -- -0.434 10.3 24.9 10720 -- --
568.28 1.11 5.71 3.02 -- -- -- -- 0.608 -- -- -- -- --
808.43 1.33 5.78 -- 0.105 -- -- -- 0.273 10.5 -- -- -- --
323.78 0.838 6.17 -- -- 3.58 -- -- -1.37 -- 24.8 14346 -- --
809.1 1.33 5.79 -- -- -- -- -- 0.273 -- -- -- -- --

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
1 278.41 radiation 1 14400 > th dose independent rect. 18 1
12 282.28 temperature 25 14400 > th dose dependent rect. 15 3
16 283.10 temperature 30 14400 < th dose independent rect. 15 1
18 283.43 radiation 1 14400 < th dose independent rect. 18 9
22 283.57 radiation 1 14400 < th dose independent rect. 18 2
27 283.92 radiation 1 14400 < th dose independent rect. 18 4
34 285.16 temperature 30 14400 > th dose independent rect. 15 1
71 288.90 temperature 20 14400 > th dose dependent rect. 12 11
110 289.71 temperature 20 14400 > th dose dependent sin 19 NA
358 293.11 temperature 20 14400 > th dose dependent no NA NA
361 293.14 temperature 20 14400 > th dose dependent rect. 21 23
377 293.27 temperature 20 14400 > th dose dependent rect. 14 23
400 293.56 temperature 25 14400 > th dose independent rect. 10 20
429 293.82 temperature 25 14400 > th dose independent rect. 23 21
431 293.84 temperature 25 14400 < th dose independent rect. 23 20
446 293.99 temperature 25 14400 < th dose independent rect. 9 21
618 294.79 temperature 25 14400 > th dose independent rect. 4 22
621 294.80 radiation 1 4320 < th dose dependent rect. 18 11
656 294.90 temperature 25 14400 < th dose independent rect. 4 22
672 294.97 temperature 25 14400 > th dose independent sin 18 NA
675 294.98 temperature 25 14400 > th dose independent no NA NA
697 295.04 temperature 25 14400 < th dose independent sin 3 NA
742 295.15 temperature 25 14400 > th dose independent sin 3 NA
744 295.15 radiation 1 4320 < th dose dependent rect. 18 2
755 295.18 temperature 25 14400 < th dose independent no NA NA
768 295.23 temperature 20 4320 > th dose dependent rect. 7 2
807 295.37 temperature 25 14400 > th dose independent rect. 14 23
827 295.42 temperature 25 14400 < th dose independent sin 18 NA
837 295.47 temperature 15 14400 > th dose dependent rect. 22 1
859 295.54 temperature 25 14400 < th dose independent rect. 14 23
996 295.84 temperature 25 4320 < th dose independent rect. 6 6