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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.

Os05g0376800

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

Description : Gibberellin regulated protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.9 (0.0212) R2 : 0.583
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 10.2 (0.402) R2dE : 0.583 R2E : 0.581
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.063 (0.0447) R2dN8 : 0.00234 R2N8 : 0.000179
σ : 0.399
deviance : 73.42
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C
peak time of C : --
E
wheather : temperature
threshold : 17.94
memory length : 86
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 0.835
open length of G : 0.783

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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
72.54 0.4 2.91 0.000658 0.0675 6.73 -0.388 15.2 0.0532 6.89 18.76 96 1.24 0.166
72.83 0.397 2.91 -0.0655 0.0577 10.1 -0.26 -- 0.0424 8.54 18 82 0.856 0.621
72.89 0.398 2.91 -0.00731 0.0665 6.73 -- 15.1 0.055 6.86 18.73 98 1.23 0.163
73.05 0.398 2.9 -0.0693 0.0672 10.2 -- -- 0.0544 7.04 17.92 87 0.817 0.384
73.13 0.398 2.91 -0.00558 -- 6.75 -- 15.2 0.0555 -- 18.73 97 1.23 0.156
175.21 0.621 2.91 0.00993 0.107 -- 0.275 -- 0.0343 2.66 -- -- -- --
175.35 0.62 2.91 0.00277 0.123 -- -- -- 0.0322 4.22 -- -- -- --
73.29 0.399 2.9 -0.0695 -- 10.2 -- -- 0.0553 -- 17.93 87 0.822 0.648
73.19 0.398 2.9 -- 0.0663 10.1 -- -- 0.062 7.03 17.93 86 0.83 0.661
176.16 0.62 2.91 0.00769 -- -- -- -- 0.0355 -- -- -- -- --
175.35 0.619 2.91 -- 0.123 -- -- -- 0.0319 4.22 -- -- -- --
73.42 0.399 2.9 -- -- 10.2 -- -- 0.063 -- 17.94 86 0.835 0.783
176.16 0.62 2.91 -- -- -- -- -- 0.0346 -- -- -- -- --

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
1 110.08 temperature 20.0 90 < th dose dependent rect. 1 1
2 110.78 temperature 20.0 10 < th dose dependent rect. 2 1
4 115.23 temperature 20.0 30 < th dose dependent rect. 24 3
14 120.47 temperature 20.0 90 < th dose independent rect. 24 1
28 138.39 humidity 90.0 10 < th dose independent rect. 2 1
35 145.41 precipitation 0.1 720 > th dose dependent rect. 17 1
83 156.94 precipitation 0.1 720 > th dose independent rect. 17 1
124 160.42 temperature 20.0 270 < th dose independent rect. 8 18
131 160.62 temperature 20.0 270 < th dose independent rect. 11 15
152 161.45 atmosphere 1000.0 1440 < th dose independent rect. 2 1
155 161.47 atmosphere 1005.0 30 > th dose independent rect. 1 1
159 161.58 atmosphere 1000.0 1440 < th dose dependent rect. 2 1
168 161.86 atmosphere 1000.0 1440 > th dose independent rect. 3 1
174 161.94 atmosphere 1000.0 1440 > th dose independent rect. 2 3
203 162.57 temperature 20.0 90 < th dose dependent rect. 13 14
364 163.75 temperature 20.0 270 > th dose independent sin 15 NA
449 164.22 wind 1.0 10 > th dose independent rect. 1 1
473 164.33 temperature 20.0 270 > th dose independent rect. 13 13
577 165.03 wind 1.0 10 > th dose dependent rect. 1 1
606 165.27 temperature 20.0 90 < th dose dependent rect. 24 23
613 165.31 atmosphere 1000.0 1440 > th dose independent rect. 7 1
636 165.38 temperature 20.0 270 < th dose independent sin 15 NA
706 165.60 humidity 90.0 90 < th dose dependent rect. 24 1
738 165.71 atmosphere 1000.0 1440 < th dose dependent rect. 7 1
756 165.77 temperature 20.0 90 < th dose dependent sin 11 NA
796 165.93 temperature 20.0 90 < th dose independent sin 12 NA
838 166.08 precipitation 0.1 720 > th dose dependent rect. 8 10
843 166.10 humidity 90.0 10 < th dose dependent rect. 1 1
851 166.12 temperature 20.0 720 > th dose independent rect. 20 5
878 166.24 temperature 20.0 720 < th dose dependent rect. 21 1
923 166.43 humidity 90.0 10 < th dose independent rect. 1 13
932 166.44 atmosphere 1000.0 720 < th dose dependent rect. 14 1
966 166.55 wind 1.0 30 < th dose independent rect. 4 1
968 166.55 wind 1.0 30 < th dose dependent rect. 4 1