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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.

Os11g0462100

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

Description : Glycoside hydrolase, family 18 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.08 (0.0322) R2 : 0.00238
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0708 (0.0678) R2dN8 : 0.00307 R2N8 : 0.00238
σ : 0.607
deviance : 169.05
__
_____
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 = temperature, 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
153.29 0.582 3.13 -0.56 0.279 5.33 -0.268 -33.6 0.0988 5.37 32.84 89 -- --
163.02 0.599 3.07 0.0392 0.216 1.01 -0.385 -- 0.0846 5.08 32.84 89 -- --
153.05 0.576 3.12 -0.473 0.276 5.48 -- -33.3 0.103 5.47 33.2 100 -- --
158.71 0.587 3.06 0.016 0.303 1.35 -- -- 0.104 5.58 33.3 159 -- --
156.76 0.583 3.13 -0.46 -- 5.37 -- -33.9 0.098 -- 33.3 100 -- --
166.76 0.605 3.07 0.0627 0.177 -- -0.481 -- 0.0717 5.18 -- -- -- --
167.27 0.606 3.07 0.0635 0.179 -- -- -- 0.0743 5.94 -- -- -- --
162.62 0.594 3.07 0.0441 -- 1.31 -- -- 0.103 -- 33.9 163 -- --
158.71 0.587 3.06 -- 0.291 1.37 -- -- 0.099 5.64 33.35 159 -- --
168.92 0.607 3.07 0.0688 -- -- -- -- 0.0784 -- -- -- -- --
167.37 0.605 3.07 -- 0.18 -- -- -- 0.0672 5.92 -- -- -- --
162.66 0.594 3.07 -- -- 1.3 -- -- 0.0961 -- 33.9 163 -- --
169.05 0.607 3.08 -- -- -- -- -- 0.0708 -- -- -- -- --

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
1 154.05 temperature 30.0 30 > th dose dependent rect. 12 6
4 154.55 wind 1.0 90 < th dose dependent rect. 8 2
6 154.63 humidity 50.0 10 < th dose independent rect. 16 1
7 154.65 humidity 50.0 10 < th dose independent rect. 11 6
27 154.67 humidity 80.0 30 > th dose dependent rect. 2 1
30 154.71 temperature 25.0 30 < th dose independent rect. 2 1
31 154.71 humidity 80.0 30 > th dose independent rect. 2 1
33 154.72 wind 7.0 30 < th dose dependent rect. 2 1
34 154.72 atmosphere 1000.0 30 > th dose dependent rect. 2 1
55 154.74 wind 5.0 30 < th dose independent rect. 2 1
75 154.78 temperature 10.0 30 > th dose dependent rect. 2 1
76 154.78 humidity 50.0 10 < th dose dependent rect. 16 1
77 154.78 humidity 50.0 10 < th dose dependent rect. 13 4
80 154.79 temperature 10.0 30 > th dose independent rect. 2 1
83 154.79 humidity 50.0 30 > th dose independent rect. 2 1
86 154.79 atmosphere 995.0 30 > th dose independent rect. 2 1
87 154.79 atmosphere 1010.0 30 < th dose independent rect. 2 1
89 154.79 radiation 1.0 30 < th dose independent rect. 2 1
94 154.79 precipitation 0.1 30 < th dose independent rect. 2 1
95 154.79 temperature 10.0 30 > th dose independent rect. 3 23
96 154.79 radiation 1.0 30 < th dose dependent rect. 2 1
101 154.79 precipitation 0.1 30 < th dose dependent rect. 2 1
107 154.86 temperature 30.0 10 > th dose dependent rect. 14 3
109 154.95 wind 1.0 30 < th dose independent rect. 2 1
146 155.03 atmosphere 1015.0 30 < th dose dependent rect. 2 1
162 155.09 temperature 30.0 30 < th dose dependent rect. 2 1
164 155.27 wind 1.0 90 < th dose independent rect. 8 2
176 155.64 radiation 40.0 270 > th dose dependent rect. 13 20
181 155.78 wind 1.0 30 > th dose independent rect. 2 1
187 155.86 radiation 40.0 270 > th dose dependent rect. 13 2
224 156.41 temperature 30.0 10 > th dose dependent sin 15 NA
260 156.70 radiation 40.0 270 > th dose dependent sin 13 NA
279 156.85 atmosphere 1000.0 30 < th dose dependent rect. 15 7
285 156.87 temperature 30.0 270 > th dose dependent rect. 12 2
286 156.88 atmosphere 1000.0 30 < th dose dependent rect. 15 5
290 156.90 wind 9.0 1440 < th dose independent rect. 3 1
291 156.90 temperature 10.0 1440 > th dose independent rect. 3 1
294 156.90 temperature 30.0 1440 < th dose independent rect. 3 1
298 156.90 humidity 50.0 1440 > th dose independent rect. 3 1
307 156.90 atmosphere 995.0 1440 > th dose independent rect. 3 1
308 156.90 radiation 1.0 1440 < th dose independent rect. 3 1
329 156.90 temperature 10.0 1440 > th dose independent rect. 4 23
332 156.90 radiation 1.0 1440 < th dose dependent rect. 3 1
339 156.90 radiation 10.0 43200 < th dose dependent rect. 3 1
351 156.91 atmosphere 1000.0 10 < th dose dependent rect. 15 3
355 156.92 atmosphere 1000.0 10 < th dose dependent rect. 15 1
387 157.00 atmosphere 1000.0 10 < th dose independent rect. 15 1
434 157.10 radiation 1.0 30 > th dose dependent rect. 15 19
477 157.48 temperature 30.0 10 > th dose independent rect. 14 4
478 157.49 radiation 40.0 270 > th dose independent rect. 13 21
479 157.50 radiation 30.0 30 > th dose independent rect. 9 1
565 157.74 humidity 50.0 30 > th dose independent rect. 3 23
605 157.96 radiation 40.0 10 > th dose independent rect. 14 21
633 158.13 atmosphere 995.0 30 > th dose independent rect. 3 23
637 158.16 humidity 70.0 10 < th dose independent rect. 15 3
678 158.22 humidity 80.0 10 < th dose dependent rect. 15 19
759 158.40 wind 9.0 30 < th dose independent rect. 3 23
760 158.41 radiation 40.0 10 > th dose independent sin 11 NA
791 158.56 humidity 50.0 30 < th dose independent sin 6 NA
796 158.57 wind 5.0 10 < th dose dependent rect. 16 1
820 158.61 humidity 70.0 10 < th dose independent rect. 16 1
823 158.62 humidity 60.0 270 < th dose dependent rect. 12 3
864 158.68 atmosphere 1010.0 90 > th dose independent rect. 8 1
865 158.68 atmosphere 1010.0 10 > th dose independent rect. 9 1
919 158.68 radiation 20.0 30 > th dose dependent rect. 8 2
984 158.74 temperature 30.0 90 > th dose dependent no NA NA