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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.

Os02g0320800

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

Description : Similar to Iron/ascorbate-dependent oxidoreductase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.14 (0.0414) R2 : 0.00387
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.116 (0.0873) R2dN8 : 0.005 R2N8 : 0.00387
σ : 0.781
deviance : 279.64
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, 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
247.02 0.738 3.14 -0.672 0.385 -0.6 -0.176 0.0959 0.0532 7.75 1.1 11 -- --
246.94 0.732 3.14 -0.672 0.383 -0.599 -0.179 -- 0.0526 7.74 1.121 13 -- --
246.97 0.732 3.14 -0.687 0.381 -0.615 -- 0.233 0.0502 7.77 1.109 13 -- --
247.03 0.732 3.14 -0.676 0.383 -0.599 -- -- 0.0528 7.75 1.124 13 -- --
254.34 0.743 3.15 -0.707 -- -0.743 -- 0.417 0.0551 -- 1.122 13 -- --
256.22 0.75 3.14 -0.599 0.523 -- -0.142 -- 0.04 6.65 -- -- -- --
256.27 0.75 3.14 -0.601 0.522 -- -- -- 0.0403 6.64 -- -- -- --
254.52 0.743 3.15 -0.688 -- -0.716 -- -- 0.0597 -- 1.141 13 -- --
258.85 0.749 3.12 -- 0.397 -0.512 -- -- 0.126 7.64 1.111 11 -- --
270.5 0.769 3.15 -0.589 -- -- -- -- 0.0508 -- -- -- -- --
265.79 0.763 3.12 -- 0.515 -- -- -- 0.107 6.71 -- -- -- --
266.8 0.761 3.13 -- -- -0.636 -- -- 0.134 -- 1.189 13 -- --
279.64 0.781 3.14 -- -- -- -- -- 0.116 -- -- -- -- --

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
1 233.27 humidity 80.0 30 < th dose dependent rect. 19 11
5 233.47 humidity 80.0 30 < th dose dependent rect. 19 9
7 233.58 humidity 80.0 10 < th dose dependent rect. 19 3
10 233.61 humidity 80.0 90 < th dose dependent rect. 19 2
12 233.67 humidity 80.0 30 < th dose dependent rect. 19 7
21 233.83 humidity 80.0 10 < th dose dependent rect. 20 1
70 237.10 humidity 80.0 30 < th dose independent rect. 19 15
71 237.37 humidity 80.0 270 < th dose dependent rect. 16 16
83 238.51 humidity 80.0 90 < th dose dependent rect. 18 15
87 238.77 humidity 80.0 10 < th dose independent rect. 20 1
101 240.12 humidity 80.0 30 < th dose independent rect. 16 18
105 240.53 humidity 80.0 270 < th dose dependent rect. 16 4
125 241.52 humidity 80.0 30 < th dose dependent sin 11 NA
133 241.89 humidity 80.0 270 < th dose independent rect. 15 18
145 242.21 humidity 80.0 270 < th dose independent rect. 16 4
152 242.38 humidity 80.0 270 < th dose dependent sin 12 NA
169 242.78 humidity 80.0 10 < th dose independent rect. 19 13
181 243.05 wind 1.0 10 > th dose independent rect. 21 22
193 243.27 humidity 80.0 30 < th dose independent sin 10 NA
195 243.30 humidity 80.0 30 < th dose independent rect. 19 11
205 243.45 radiation 20.0 270 > th dose dependent rect. 16 15
213 243.55 humidity 80.0 30 < th dose independent rect. 19 9
237 243.76 humidity 80.0 30 < th dose independent rect. 19 7
267 244.02 wind 9.0 270 > th dose independent rect. 18 1
273 244.06 wind 9.0 270 > th dose independent rect. 18 8
312 244.38 humidity 70.0 270 < th dose dependent rect. 16 1
314 244.41 humidity 70.0 270 < th dose independent rect. 16 1
318 244.44 humidity 80.0 30 < th dose independent rect. 12 22
323 244.50 precipitation 0.1 30 > th dose independent rect. 19 5
343 244.60 precipitation 0.1 30 > th dose dependent rect. 19 5
370 244.73 precipitation 0.1 10 > th dose independent rect. 19 1
380 244.73 precipitation 0.1 10 > th dose dependent rect. 19 1
451 245.05 humidity 90.0 90 > th dose dependent rect. 18 1
471 245.21 wind 9.0 270 > th dose dependent rect. 18 1
480 245.26 precipitation 0.1 90 > th dose dependent rect. 14 6
487 245.31 humidity 80.0 270 < th dose independent rect. 15 11
499 245.39 wind 1.0 10 > th dose independent rect. 5 23
500 245.39 precipitation 0.1 90 < th dose independent rect. 5 23
502 245.39 wind 9.0 270 > th dose dependent rect. 18 8
511 245.39 precipitation 0.1 90 < th dose dependent rect. 5 23
585 245.65 radiation 20.0 270 > th dose dependent rect. 16 1
612 245.72 wind 1.0 10 > th dose independent rect. 21 11
619 245.75 precipitation 0.1 30 > th dose dependent rect. 5 15
709 245.97 wind 1.0 10 > th dose independent rect. 10 22
710 245.98 humidity 70.0 1440 > th dose dependent rect. 14 2
718 246.01 humidity 80.0 1440 < th dose independent rect. 24 19
721 246.02 humidity 80.0 1440 < th dose independent rect. 2 17
732 246.05 humidity 80.0 1440 < th dose independent rect. 6 13
740 246.07 humidity 70.0 1440 > th dose dependent rect. 11 6
745 246.09 wind 3.0 30 > th dose independent rect. 19 2
752 246.13 humidity 80.0 1440 < th dose independent rect. 13 5
764 246.16 humidity 80.0 1440 < th dose independent rect. 10 9
775 246.20 humidity 80.0 1440 > th dose independent rect. 10 9
776 246.20 precipitation 0.1 30 > th dose dependent sin 19 NA
783 246.22 humidity 80.0 1440 > th dose independent rect. 13 6
792 246.24 wind 1.0 10 > th dose independent rect. 21 7
797 246.26 humidity 80.0 1440 > th dose independent rect. 14 4
813 246.33 radiation 1.0 270 > th dose dependent rect. 18 1
844 246.42 humidity 80.0 1440 > th dose independent rect. 14 1
858 246.43 precipitation 0.1 90 > th dose independent rect. 15 5
881 246.46 humidity 80.0 1440 < th dose independent rect. 14 1
887 246.48 humidity 80.0 1440 > th dose independent rect. 24 19
910 246.53 humidity 80.0 1440 < th dose independent rect. 17 1
918 246.56 temperature 30.0 1440 < th dose dependent rect. 14 1
936 246.59 wind 1.0 10 < th dose dependent rect. 9 18
942 246.60 humidity 80.0 1440 > th dose independent rect. 5 14