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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.

Os10g0516600

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

Description : Protein of unknown function DUF604 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.28 (0.0276) R2 : 0.289
β1 : -0.0943 (0.101) R2dD : 0.00142 R2D : 0.0028
β2 : -- (--) R2dC : -- R2C : --
β3 : 5.52 (0.531) R2dE : 0.209 R2E : 0.000796
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -23.4 (1.95) R2dD*E : 0.281 R2D*E : 0.0733
γ1 : -0.0782 (0.0591) R2dN8 : 0.00369 R2N8 : 0.00497
σ : 0.517
deviance : 123.1
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 18.13
memory length : 29
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 0.313
open length of G : 11.1

__

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
120.51 0.516 3.28 -0.108 0.196 4.97 -0.567 -21.1 -0.0883 4.28 18.14 31 0.326 11.1
144 0.559 3.29 -0.163 0.201 3.05 -1.34 -- -0.0732 3.68 18.63 28 1.28 10.3
120.93 0.512 3.28 -0.0961 0.205 5.4 -- -23.4 -0.0784 5.26 18.12 30 0.333 11.2
145.76 0.562 3.29 -0.136 0.211 2.74 -- -- -0.097 4.32 18.6 37 0.046 11.3
123.1 0.517 3.28 -0.0943 -- 5.52 -- -23.4 -0.0782 -- 18.13 29 0.313 11.1
161.3 0.595 3.3 -0.231 0.283 -- -1.39 -- -0.145 3.85 -- -- -- --
166.63 0.604 3.3 -0.212 0.292 -- -- -- -0.138 4.84 -- -- -- --
147.65 0.566 3.29 -0.114 -- 2.92 -- -- -0.0888 -- 18.6 37 0.0724 11.3
145.98 0.563 3.29 -- 0.205 2.81 -- -- -0.0881 5.37 18.6 37 0.11 11.3
171.13 0.611 3.3 -0.201 -- -- -- -- -0.13 -- -- -- -- --
167.81 0.606 3.29 -- 0.288 -- -- -- -0.114 4.86 -- -- -- --
147.99 0.567 3.29 -- -- 2.95 -- -- -0.0756 -- 18.6 37 0.0181 11.2
172.2 0.613 3.29 -- -- -- -- -- -0.108 -- -- -- -- --

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
1 132.79 temperature 20.0 10 < th dose dependent rect. 1 4
4 133.82 humidity 90.0 30 < th dose dependent rect. 3 2
12 134.18 humidity 90.0 10 < th dose independent rect. 3 1
15 134.20 humidity 80.0 90 < th dose independent rect. 2 1
56 138.06 temperature 20.0 90 < th dose independent rect. 1 3
66 138.86 temperature 20.0 270 < th dose independent rect. 24 1
97 141.25 atmosphere 1005.0 10 > th dose dependent rect. 3 1
99 141.63 temperature 20.0 270 < th dose dependent rect. 24 1
132 144.43 radiation 1.0 10 < th dose independent rect. 6 2
143 144.70 radiation 1.0 10 < th dose dependent rect. 6 6
145 144.72 precipitation 0.1 30 > th dose independent rect. 7 7
153 144.72 precipitation 0.1 30 > th dose dependent rect. 7 7
163 144.80 precipitation 0.1 10 > th dose independent rect. 5 3
179 144.80 precipitation 0.1 10 > th dose dependent rect. 5 3
197 144.82 precipitation 0.1 90 > th dose independent rect. 7 1
204 144.82 precipitation 0.1 90 > th dose dependent rect. 7 1
211 144.83 radiation 1.0 10 < th dose dependent rect. 6 2
222 144.97 radiation 10.0 10 < th dose dependent rect. 8 1
324 146.07 precipitation 0.1 10 > th dose independent rect. 7 1
362 146.07 precipitation 0.1 10 > th dose dependent rect. 7 1
467 147.92 temperature 30.0 10 > th dose dependent rect. 12 4
560 149.03 precipitation 0.1 10 > th dose independent rect. 1 1
570 149.03 precipitation 0.1 10 > th dose dependent rect. 1 1
595 149.31 precipitation 0.1 10 > th dose independent rect. 7 19
599 149.31 precipitation 0.1 10 > th dose dependent rect. 7 19
605 149.34 precipitation 0.1 10 > th dose independent rect. 22 4
607 149.34 precipitation 0.1 10 > th dose dependent rect. 22 4
635 149.51 humidity 60.0 90 < th dose dependent rect. 13 2
743 150.73 radiation 40.0 10 > th dose dependent rect. 14 1
782 150.80 humidity 70.0 30 < th dose independent rect. 19 1
796 150.83 wind 1.0 10 > th dose independent rect. 1 4
801 150.90 temperature 30.0 90 > th dose independent rect. 12 3
814 151.06 wind 1.0 90 > th dose independent rect. 1 3
817 151.12 humidity 60.0 10 < th dose dependent rect. 13 3
818 151.13 temperature 30.0 270 > th dose independent rect. 12 1
831 151.23 temperature 30.0 270 < th dose independent rect. 4 19
832 151.25 humidity 70.0 30 < th dose dependent rect. 19 1
851 151.32 humidity 60.0 90 < th dose independent rect. 12 3
855 151.35 wind 1.0 270 > th dose independent rect. 23 5
943 151.49 radiation 40.0 90 > th dose dependent sin 13 NA
955 151.59 wind 5.0 270 < th dose independent rect. 23 4
957 151.60 temperature 30.0 270 < th dose independent rect. 2 22