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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.

Os07g0588300

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

Description : Protein of unknown function DUF936, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.83 (0.031) R2 : 3.95e-06
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.00277 (0.0653) R2dN8 : 5.1e-06 R2N8 : 3.95e-06
σ : 0.584
deviance : 156.72
__
_____
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 = humidity, 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
141 0.558 1.47 3.44 0.124 -38.9 0.659 98 0.0391 5.97 44.72 4099 -- --
150.96 0.577 2.82 0.29 0.15 -0.232 0.922 -- 0.0288 5.94 44.72 4099 -- --
141.16 0.553 1.51 3.4 0.159 -39.1 -- 98.5 0.0359 4.15 44.1 4099 -- --
148.04 0.567 2.81 0.2 0.183 0.565 -- -- 0.0961 5.05 35.16 4152 -- --
142.31 0.556 1.51 3.38 -- -39.4 -- 99.1 0.0439 -- 44 4099 -- --
151.11 0.576 2.82 0.282 0.153 -- 0.914 -- 0.0297 5.8 -- -- -- --
152.85 0.579 2.82 0.286 0.172 -- -- -- 0.0251 4.22 -- -- -- --
149.21 0.569 2.81 0.167 -- 0.639 -- -- 0.0519 -- 38 4055 -- --
148.51 0.568 2.81 -- 0.204 0.711 -- -- 0.0796 4.47 36 4038 -- --
154.46 0.581 2.82 0.293 -- -- -- -- 0.0297 -- -- -- -- --
155.01 0.582 2.83 -- 0.178 -- -- -- -0.00671 4.19 -- -- -- --
149.86 0.57 2.82 -- -- 0.723 -- -- 0.0499 -- 35 4054 -- --
156.72 0.584 2.83 -- -- -- -- -- -0.00277 -- -- -- -- --

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
1 129.09 wind 3.0 90 > th dose dependent rect. 2 1
2 130.40 wind 5.0 90 > th dose independent rect. 2 1
5 134.86 precipitation 0.1 10 > th dose independent rect. 1 1
15 134.86 precipitation 0.1 10 > th dose dependent rect. 1 1
33 136.91 wind 1.0 90 < th dose dependent rect. 24 1
35 138.65 wind 5.0 90 > th dose dependent rect. 2 4
39 138.79 atmosphere 1000.0 90 < th dose independent rect. 20 1
40 138.79 atmosphere 1000.0 10 < th dose independent rect. 21 1
59 138.79 atmosphere 1000.0 90 < th dose dependent rect. 20 1
60 138.79 atmosphere 1000.0 10 < th dose dependent rect. 21 1
91 139.04 precipitation 0.1 720 > th dose independent rect. 21 2
92 139.04 precipitation 0.1 720 > th dose dependent rect. 21 2
94 139.20 wind 1.0 90 < th dose independent rect. 24 2
102 139.74 wind 5.0 720 > th dose independent rect. 22 10
103 139.76 wind 1.0 90 < th dose dependent rect. 20 1
106 139.77 wind 5.0 720 > th dose independent rect. 22 7
108 139.77 wind 3.0 720 > th dose dependent rect. 22 5
122 140.04 wind 5.0 720 < th dose independent rect. 22 8
124 140.07 precipitation 0.1 720 > th dose independent rect. 21 5
125 140.07 precipitation 0.1 720 > th dose dependent rect. 21 5
142 140.37 wind 5.0 720 > th dose dependent rect. 21 11
148 140.42 wind 5.0 720 > th dose independent rect. 22 3
301 141.46 humidity 50.0 4320 < th dose independent rect. 9 1
317 141.46 humidity 50.0 4320 < th dose dependent rect. 9 1
366 141.80 atmosphere 1005.0 10 < th dose independent rect. 3 6
400 142.08 precipitation 0.1 720 > th dose independent rect. 18 7
420 142.16 wind 7.0 720 > th dose dependent rect. 20 2
432 142.18 wind 7.0 720 > th dose independent rect. 21 1
577 142.78 wind 1.0 90 < th dose independent rect. 21 1
603 142.92 temperature 20.0 30 < th dose independent rect. 3 1
736 143.45 wind 3.0 720 < th dose independent rect. 23 4
739 143.46 wind 9.0 720 < th dose dependent rect. 23 7
741 143.47 wind 5.0 720 < th dose independent sin 10 NA
744 143.49 wind 5.0 720 > th dose independent sin 10 NA
766 143.57 wind 3.0 720 > th dose dependent sin 10 NA
841 143.96 radiation 20.0 30 > th dose independent rect. 16 17
848 143.97 radiation 20.0 30 > th dose independent rect. 7 2
881 144.00 radiation 20.0 30 < th dose independent sin 11 NA
885 144.02 radiation 20.0 30 > th dose independent sin 11 NA
907 144.16 wind 9.0 720 < th dose dependent rect. 19 11
931 144.33 atmosphere 1005.0 10 < th dose independent rect. 3 1
953 144.40 wind 3.0 720 < th dose independent rect. 1 2