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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.

Os09g0256100

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

Description : Sulfotransferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.48 (0.347) R2 : 0.221
β1 : 13 (3.21) R2dD : 5.56 R2D : -6.91
β2 : -- (--) R2dC : -- R2C : --
β3 : -14 (3.51) R2dE : 9.3 R2E : -12.2
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 144 (32.9) R2dD*E : 16.5 R2D*E : -12.6
γ1 : -0.835 (0.137) R2dN8 : 0.0867 R2N8 : -1.16
σ : 1.19
deviance : 651.85
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 30.22
memory length : 761
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 18
open length of G : 9.6

__

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 = rect.)

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
646.38 1.19 2.48 13 0.215 -13.7 0.86 143 -0.824 12.7 30.23 783 18 2.97
735.02 1.27 4 -0.868 0.284 1.71 1.95 -- -0.974 7.08 30.23 783 18 2.97
647.76 1.19 2.48 13 0.266 -13.9 -- 144 -0.824 15.3 30.18 758 18 9.47
676.51 1.21 4 -1.04 0.13 1.41 -- -- -0.861 8.02 30.87 819 17.9 3.76
651.85 1.19 2.48 13 -- -14 -- 144 -0.835 -- 30.22 761 18 9.6
742.56 1.28 4.01 -0.847 0.219 -- 1.81 -- -0.989 7.21 -- -- -- --
751.09 1.28 4.01 -0.811 0.234 -- -- -- -0.994 6.2 -- -- -- --
677.44 1.21 3.99 -1.08 -- 1.43 -- -- -0.852 -- 30.7 808 17.9 4.05
695.96 1.23 3.94 -- 0.178 1.43 -- -- -0.708 11.2 32.1 731 17.8 5.62
753.94 1.28 4.01 -0.805 -- -- -- -- -0.989 -- -- -- -- --
768.44 1.3 3.99 -- 0.223 -- -- -- -0.904 6.39 -- -- -- --
698.26 1.23 3.95 -- -- 1.31 -- -- -0.72 -- 32.04 794 17.8 8.99
771.03 1.3 3.99 -- -- -- -- -- -0.9 -- -- -- -- --

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
1 647.79 temperature 30 720 > th dose dependent rect. 18 1
15 651.33 wind 1 90 < th dose dependent rect. 4 1
16 652.42 wind 1 90 < th dose independent rect. 4 1
17 652.86 humidity 50 1440 < th dose independent rect. 16 1
18 653.21 humidity 50 1440 < th dose dependent rect. 16 1
34 659.62 humidity 50 1440 > th dose independent rect. 16 1
35 662.51 temperature 20 90 > th dose dependent rect. 3 2
36 664.97 temperature 30 720 > th dose independent rect. 18 1
51 668.33 temperature 20 90 > th dose independent rect. 3 2
52 668.83 humidity 60 720 < th dose independent rect. 18 1
67 669.41 humidity 60 720 < th dose dependent rect. 18 1
96 670.56 temperature 25 720 > th dose dependent rect. 22 1
112 671.33 wind 3 4320 < th dose independent rect. 8 1
113 671.78 humidity 70 720 > th dose independent rect. 18 8
114 671.86 temperature 30 720 < th dose independent rect. 18 8
116 672.74 wind 3 4320 > th dose independent rect. 8 1
126 674.70 temperature 20 10 > th dose dependent rect. 2 4
197 676.62 humidity 60 1440 > th dose independent rect. 17 10
204 676.80 humidity 60 1440 > th dose independent rect. 17 6
227 676.86 humidity 60 1440 > th dose independent rect. 17 14
253 677.05 humidity 50 1440 > th dose independent rect. 16 17
353 679.82 radiation 20 1440 > th dose dependent rect. 6 2
533 680.92 radiation 20 1440 > th dose independent rect. 6 2
560 681.00 humidity 60 1440 < th dose dependent sin 12 NA
584 681.46 radiation 20 1440 < th dose independent rect. 16 16
604 681.59 humidity 50 1440 < th dose independent sin 11 NA
610 681.66 humidity 90 90 > th dose dependent rect. 4 1
613 681.77 radiation 20 1440 < th dose independent rect. 6 2
616 681.81 humidity 50 1440 > th dose independent sin 12 NA
651 682.12 radiation 20 1440 < th dose independent rect. 21 11
653 682.18 radiation 20 1440 < th dose independent rect. 19 13
656 682.32 radiation 20 1440 < th dose independent rect. 24 8
666 682.40 radiation 20 1440 < th dose independent rect. 2 6
704 682.82 radiation 10 14400 > th dose independent rect. 5 1
732 682.99 wind 3 10 < th dose dependent rect. 3 3
775 683.33 humidity 90 90 > th dose independent rect. 4 1
782 683.49 humidity 50 1440 < th dose independent rect. 16 22
788 683.64 temperature 30 1440 < th dose independent rect. 18 2
808 683.87 humidity 50 1440 > th dose independent rect. 16 22
835 684.15 temperature 20 10 > th dose independent rect. 2 4
883 684.62 radiation 1 720 > th dose independent rect. 18 11
908 684.90 wind 5 4320 < th dose dependent rect. 8 1
933 685.04 temperature 30 1440 < th dose independent rect. 18 14
947 685.36 wind 1 30 < th dose independent rect. 2 9
972 685.60 radiation 1 720 > th dose independent rect. 18 1