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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.

Os06g0235200

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

Description : Protein of unknown function DUF231, plant domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.65 (0.0396) R2 : 0.254
β1 : 1.24 (0.157) R2dD : 0.124 R2D : 0.181
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.2 (0.203) R2dE : 0.0695 R2E : 0.129
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.228 (0.0853) R2dN8 : 0.0159 R2N8 : -0.0153
σ : 0.74
deviance : 252.29
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_____
C
peak time of C : --
E
wheather : precipitation
threshold : 0.4996
memory length : 2104
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 = precipitation, 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
243.15 0.733 3.61 1.22 0.14 0.961 0.438 2.99 0.24 9.92 0.1039 5453 -- --
248.89 0.735 3.65 1.2 0.204 1.23 0.519 -- 0.223 9.62 0.002931 2106 -- --
243.88 0.727 3.61 1.24 0.141 0.95 -- 3.03 0.237 9.87 0.000749 5480 -- --
250.29 0.737 3.65 1.23 0.182 1.22 -- -- 0.223 9.98 0.1033 2104 -- --
245.02 0.729 3.61 1.24 -- 0.96 -- 3 0.241 -- 0.04836 5480 -- --
269.25 0.769 3.66 1.57 0.154 -- 0.486 -- 0.149 9.2 -- -- -- --
270.07 0.77 3.66 1.59 0.152 -- -- -- 0.149 9.6 -- -- -- --
252.29 0.74 3.65 1.24 -- 1.2 -- -- 0.228 -- 0.4996 2104 -- --
284.41 0.785 3.66 -- 0.186 1.8 -- -- 0.162 9.5 0.2624 2211 -- --
271.43 0.77 3.67 1.59 -- -- -- -- 0.15 -- -- -- -- --
336.95 0.859 3.7 -- 0.152 -- -- -- -0.028 8.81 -- -- -- --
286.33 0.788 3.66 -- -- 1.81 -- -- 0.149 -- 0.5 2221 -- --
338.26 0.858 3.71 -- -- -- -- -- -0.0269 -- -- -- -- --

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
1 238.73 radiation 1.0 4320 < th dose independent rect. 18 11
2 238.78 radiation 1.0 4320 < th dose independent rect. 18 3
6 238.84 radiation 1.0 4320 < th dose independent rect. 18 8
12 239.35 wind 7.0 43200 > th dose independent rect. 6 1
13 239.65 temperature 20.0 4320 > th dose dependent rect. 13 2
14 239.71 temperature 20.0 4320 > th dose dependent rect. 11 4
16 239.73 temperature 20.0 4320 > th dose dependent rect. 9 7
21 239.79 temperature 20.0 4320 > th dose dependent rect. 11 1
25 239.90 radiation 1.0 4320 > th dose independent rect. 18 11
28 239.93 wind 7.0 43200 < th dose independent rect. 6 1
37 240.07 radiation 1.0 4320 > th dose independent rect. 18 1
53 240.14 radiation 30.0 4320 > th dose dependent rect. 16 17
65 240.29 radiation 30.0 4320 > th dose dependent rect. 7 2
87 240.34 radiation 30.0 4320 < th dose independent rect. 7 2
100 240.48 radiation 30.0 4320 < th dose independent rect. 2 7
101 240.48 radiation 30.0 4320 < th dose independent rect. 18 15
122 240.54 radiation 30.0 4320 < th dose independent rect. 22 11
251 241.10 temperature 20.0 4320 > th dose dependent sin 23 NA
297 241.38 temperature 30.0 4320 < th dose dependent rect. 9 1
309 241.42 radiation 30.0 4320 > th dose independent rect. 16 17
355 241.61 radiation 30.0 4320 > th dose independent rect. 7 2
384 241.66 temperature 30.0 4320 < th dose dependent rect. 8 11
386 241.68 temperature 30.0 4320 < th dose dependent rect. 9 3
417 241.84 radiation 1.0 4320 > th dose dependent rect. 18 1
479 241.95 temperature 30.0 4320 < th dose dependent rect. 8 7
499 242.04 temperature 15.0 4320 > th dose dependent rect. 18 1
500 242.04 temperature 30.0 4320 < th dose dependent rect. 18 1
525 242.12 precipitation 0.1 4320 < th dose independent rect. 5 18
530 242.12 wind 9.0 43200 > th dose dependent rect. 19 13
531 242.12 precipitation 0.1 4320 < th dose dependent rect. 5 18
539 242.15 precipitation 0.1 4320 > th dose independent rect. 5 18
558 242.23 temperature 30.0 4320 < th dose dependent rect. 13 6
563 242.25 precipitation 0.1 4320 < th dose independent rect. 13 9
565 242.25 precipitation 0.1 4320 < th dose dependent rect. 13 9
573 242.29 precipitation 0.1 4320 < th dose independent rect. 10 12
577 242.29 precipitation 0.1 4320 < th dose dependent rect. 10 12
579 242.30 precipitation 0.1 4320 > th dose independent rect. 10 12
607 242.37 precipitation 0.1 4320 > th dose independent rect. 13 9
647 242.47 precipitation 0.1 4320 > th dose independent rect. 8 14
648 242.47 precipitation 0.1 4320 < th dose independent rect. 8 14
651 242.47 precipitation 0.1 4320 < th dose dependent rect. 8 14
733 242.63 temperature 30.0 4320 < th dose dependent sin 22 NA
738 242.64 precipitation 0.1 4320 < th dose independent rect. 16 6
744 242.64 precipitation 0.1 4320 < th dose dependent rect. 16 6
756 242.67 humidity 80.0 14400 > th dose dependent rect. 18 1
760 242.68 precipitation 0.1 4320 > th dose independent rect. 16 6
862 242.93 precipitation 0.1 4320 > th dose independent sin 19 NA
863 242.93 precipitation 0.1 4320 < th dose independent sin 19 NA
864 242.93 precipitation 0.1 4320 < th dose dependent sin 19 NA