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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.

Os03g0603100

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

Description : Similar to Cytochrome P-450.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.13 (0.0632) R2 : 0.562
β1 : 4.74 (0.379) R2dD : 0.696 R2D : -0.133
β2 : 1.73 (0.125) R2dC : 0.184 R2C : 0.0959
β3 : -3.12 (0.186) R2dE : 0.41 R2E : 0.0291
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 6.18 (1.13) R2dD*E : 0.126 R2D*E : -0.345
γ1 : 0.866 (0.144) R2dN8 : 0.0885 R2N8 : -0.146
σ : 0.917
deviance : 387.29
__
_____
C
peak time of C : 16.1
E
wheather : temperature
threshold : 22.03
memory length : 1839
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
383.5 0.92 4.13 4.7 1.72 -3.12 1.18 6.08 0.851 16.2 22.07 1847 -- --
407.52 0.94 4.23 3.87 1.49 -3.66 0.86 -- 0.805 15.8 12.4 7784 -- --
387.29 0.917 4.13 4.74 1.73 -3.12 -- 6.18 0.866 16.1 22.03 1839 -- --
410.6 0.944 4.23 3.9 1.5 -3.66 -- -- 0.795 15.7 10.19 7742 -- --
490.34 1.03 4.1 4.89 -- -3.13 -- 5.8 0.839 -- 22.02 2701 -- --
624.34 1.17 4.46 2.02 1.55 -- 1.09 -- -0.218 15.5 -- -- -- --
627.91 1.17 4.46 2.04 1.55 -- -- -- -0.212 15.4 -- -- -- --
519.58 1.06 4.24 3.87 -- -3.78 -- -- 0.719 -- 10.11 6956 -- --
639.03 1.18 4.44 -- 1.28 -2.3 -- -- -0.0965 15.9 9.327 1194 -- --
763.47 1.29 4.46 1.97 -- -- -- -- -0.253 -- -- -- -- --
737.09 1.27 4.51 -- 1.51 -- -- -- -0.439 15.4 -- -- -- --
702.85 1.23 4.5 -- -- -2.16 -- -- -0.298 -- 24.5 1250 -- --
865.81 1.37 4.51 -- -- -- -- -- -0.472 -- -- -- -- --

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
1 362.33 wind 9 43200 > th dose dependent rect. 20 1
2 364.20 wind 9 43200 > th dose independent rect. 20 1
3 365.68 wind 9 43200 < th dose independent rect. 20 1
6 373.73 radiation 1 43200 < th dose dependent rect. 19 5
7 373.74 temperature 20 720 > th dose dependent rect. 22 18
23 377.52 temperature 20 720 > th dose dependent sin 3 NA
25 377.59 temperature 15 720 > th dose dependent rect. 2 16
27 378.03 temperature 20 270 > th dose dependent rect. 2 20
45 379.80 wind 9 43200 > th dose dependent rect. 20 10
97 383.94 temperature 20 1440 > th dose dependent rect. 6 15
139 385.31 temperature 20 1440 > th dose dependent rect. 6 9
357 390.36 wind 9 43200 > th dose dependent rect. 17 13
367 390.61 temperature 20 1440 > th dose dependent no NA NA
390 391.08 temperature 20 1440 > th dose dependent rect. 12 23
512 393.39 temperature 20 270 > th dose dependent rect. 12 23
522 393.68 wind 9 43200 > th dose independent rect. 19 5
552 394.31 wind 9 43200 > th dose independent rect. 19 10
567 394.53 humidity 80 14400 > th dose independent rect. 17 1
576 394.67 humidity 80 43200 > th dose independent rect. 23 1
595 394.96 wind 3 43200 > th dose dependent rect. 6 1
629 395.36 temperature 20 1440 > th dose dependent rect. 7 2
643 395.51 temperature 20 1440 > th dose dependent rect. 18 1
744 396.76 wind 9 43200 < th dose independent rect. 19 5
758 397.00 wind 3 43200 > th dose dependent rect. 4 12
785 397.25 atmosphere 995 43200 < th dose dependent rect. 15 1
806 397.47 wind 9 43200 > th dose dependent rect. 17 8
834 397.75 wind 9 43200 > th dose dependent sin 14 NA
838 397.80 temperature 10 1440 > th dose dependent rect. 7 2
934 398.71 wind 9 43200 < th dose independent rect. 18 12
942 398.74 temperature 30 1440 < th dose dependent rect. 7 2
969 399.03 humidity 90 14400 > th dose dependent rect. 22 1
972 399.04 wind 3 43200 > th dose dependent rect. 18 22
991 399.30 wind 5 43200 < th dose independent rect. 14 22