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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.

Os04g0457400

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.94 (0.03) R2 : 0.844
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.73 (0.0951) R2dC : 0.181 R2C : 0.489
β3 : 1.75 (0.069) R2dE : 0.351 R2E : 0.658
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.184 (0.0629) R2dN8 : 0.00316 R2N8 : 0.00338
σ : 0.561
deviance : 145.22
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_____
C
peak time of C : 8.66
E
wheather : radiation
threshold : 1.019
memory length : 44
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 = radiation, 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
137.54 0.551 5.93 0.435 1.73 1.72 0.415 -0.783 0.224 8.77 1.02 42 -- --
139.19 0.549 5.92 0.491 1.78 1.69 -0.338 -- 0.242 8.75 1.01 44 -- --
137.78 0.547 5.93 0.456 1.75 1.71 -- -0.546 0.225 8.77 1.018 44 -- --
139.58 0.55 5.93 0.461 1.75 1.72 -- -- 0.226 8.75 1.02 44 -- --
230.33 0.707 5.99 0.441 -- 2.49 -- -0.672 0.223 -- 1.02 26 -- --
197.78 0.659 5.87 0.554 3.43 -- -0.583 -- 0.295 10.5 -- -- -- --
199.17 0.661 5.87 0.531 3.44 -- -- -- 0.293 10.5 -- -- -- --
233.97 0.712 5.98 0.446 -- 2.51 -- -- 0.226 -- 1.016 26 -- --
145.22 0.561 5.94 -- 1.73 1.75 -- -- 0.184 8.66 1.019 44 -- --
923.34 1.42 5.96 0.471 -- -- -- -- 0.28 -- -- -- -- --
206.6 0.672 5.89 -- 3.43 -- -- -- 0.234 10.5 -- -- -- --
239.17 0.72 5.99 -- -- 2.51 -- -- 0.18 -- 0.9501 26 -- --
929.19 1.42 5.98 -- -- -- -- -- 0.227 -- -- -- -- --

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
1 138.97 radiation 1.0 30 < th dose independent rect. 7 23
2 139.24 radiation 1.0 30 > th dose independent no NA NA
3 139.24 radiation 1.0 30 > th dose independent rect. 5 14
58 139.31 radiation 1.0 30 < th dose independent no NA NA
59 139.31 radiation 1.0 30 < th dose independent rect. 11 21
65 139.31 radiation 1.0 30 < th dose independent rect. 13 23
66 139.31 radiation 1.0 30 < th dose independent rect. 15 23
67 139.34 radiation 1.0 30 < th dose independent rect. 17 23
68 139.51 radiation 1.0 30 < th dose independent rect. 13 19
76 139.79 radiation 1.0 30 < th dose independent rect. 15 21
80 139.98 radiation 1.0 30 < th dose independent rect. 15 17
111 142.14 radiation 1.0 30 < th dose independent rect. 15 15
113 142.25 radiation 1.0 90 < th dose independent rect. 5 23
199 146.51 radiation 1.0 30 < th dose dependent rect. 7 23
209 146.88 radiation 1.0 30 < th dose dependent no NA NA
210 146.88 radiation 1.0 30 < th dose dependent rect. 11 21
216 146.88 radiation 1.0 30 < th dose dependent rect. 13 23
217 146.88 radiation 1.0 30 < th dose dependent rect. 15 23
219 146.91 radiation 1.0 30 < th dose dependent rect. 17 23
225 147.08 radiation 1.0 30 < th dose dependent rect. 13 19
233 147.13 radiation 40.0 270 < th dose dependent rect. 15 12
247 147.41 radiation 1.0 30 < th dose dependent rect. 15 21
253 147.59 radiation 1.0 30 < th dose dependent rect. 15 17
299 148.59 radiation 1.0 30 < th dose dependent rect. 15 15
301 148.72 radiation 10.0 30 < th dose dependent sin 12 NA
330 149.26 radiation 1.0 90 < th dose dependent rect. 5 23
341 149.40 radiation 20.0 270 < th dose independent rect. 15 12
377 149.55 radiation 1.0 30 > th dose independent rect. 12 21
401 149.61 temperature 10.0 720 > th dose dependent rect. 12 3
468 150.71 radiation 1.0 30 > th dose independent sin 12 NA
527 152.05 radiation 10.0 90 < th dose dependent rect. 15 13
549 152.44 radiation 1.0 90 > th dose independent rect. 11 23
584 152.97 radiation 1.0 30 < th dose independent sin 12 NA
609 153.27 radiation 1.0 30 < th dose independent rect. 19 23
670 154.52 temperature 10.0 720 > th dose dependent rect. 4 3
671 154.53 radiation 1.0 30 < th dose independent rect. 1 23
714 155.74 temperature 25.0 10 > th dose dependent rect. 13 20
738 156.29 radiation 1.0 30 < th dose independent rect. 21 23
739 156.30 precipitation 0.1 270 < th dose independent rect. 3 13
740 156.30 precipitation 0.1 270 < th dose dependent rect. 3 13
741 156.33 radiation 1.0 30 > th dose independent rect. 17 23
768 157.05 temperature 10.0 90 > th dose dependent rect. 13 12
779 157.29 temperature 10.0 90 > th dose dependent rect. 4 13
785 157.39 humidity 50.0 270 > th dose independent rect. 15 12
799 157.61 temperature 10.0 270 > th dose dependent rect. 11 12
818 157.93 precipitation 0.1 720 < th dose independent rect. 12 19
819 157.93 precipitation 0.1 720 < th dose dependent rect. 12 19
820 157.94 precipitation 0.1 720 < th dose independent rect. 19 20
822 157.94 precipitation 0.1 720 < th dose dependent rect. 19 20
829 158.06 radiation 1.0 30 < th dose independent rect. 23 23
833 158.11 radiation 1.0 30 > th dose independent rect. 9 23
840 158.28 temperature 10.0 720 > th dose dependent rect. 4 11
875 159.06 temperature 30.0 720 < th dose independent rect. 24 10
891 159.31 radiation 1.0 30 > th dose independent rect. 15 23
897 159.36 temperature 25.0 10 > th dose independent rect. 12 21
898 159.36 precipitation 0.1 720 < th dose independent rect. 3 21
900 159.36 precipitation 0.1 720 < th dose dependent rect. 3 21
920 159.76 temperature 10.0 90 > th dose dependent rect. 4 21
921 159.76 radiation 1.0 30 < th dose dependent rect. 19 23
932 160.10 radiation 1.0 10 < th dose dependent rect. 1 23
944 160.33 radiation 1.0 30 > th dose dependent sin 12 NA
959 160.46 wind 9.0 270 < th dose independent rect. 3 13
966 160.51 radiation 1.0 90 < th dose dependent rect. 21 23
972 160.58 temperature 30.0 270 < th dose independent rect. 7 12
976 160.69 temperature 30.0 720 < th dose independent rect. 7 5