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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.

Os08g0256200

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.05 (0.0541) R2 : 0.142
β1 : -1.05 (0.201) R2dD : 0.0625 R2D : 0.0348
β2 : 0.631 (0.139) R2dC : 0.0401 R2C : 0.0335
β3 : 1.11 (0.181) R2dE : 0.0798 R2E : 0.0318
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.113 (0.118) R2dN8 : 0.0023 R2N8 : -0.00175
σ : 1
deviance : 465.36
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_____
C
peak time of C : 16.5
E
wheather : temperature
threshold : 32.1
memory length : 4220
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 = temperature, 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
454.87 1 3.82 0.9 0.663 -0.591 -0.89 13.4 0.0875 16.8 31.5 4263 -- --
495.11 1.04 4.09 -0.9 0.512 0.571 -1.23 -- -0.0453 17 31.5 4263 -- --
456.91 0.996 3.82 0.902 0.661 -0.593 -- 13.5 0.0885 16.9 31.5 4257 -- --
465.36 1 4.05 -1.05 0.631 1.11 -- -- 0.113 16.5 32.1 4220 -- --
477.86 1.02 3.8 0.974 -- -0.591 -- 13.2 0.116 -- 32.1 4793 -- --
500.46 1.05 4.09 -0.863 0.594 -- -1.06 -- -0.0725 16.9 -- -- -- --
503.21 1.05 4.1 -0.866 0.591 -- -- -- -0.0779 17.2 -- -- -- --
486.69 1.03 4.05 -1.13 -- 1.05 -- -- 0.0759 -- 32 4294 -- --
497.01 1.04 4.05 -- 0.631 0.961 -- -- 0.178 17 32.09 4240 -- --
521.48 1.07 4.09 -0.887 -- -- -- -- -0.0928 -- -- -- -- --
522.99 1.07 4.08 -- 0.606 -- -- -- 0.0186 17.2 -- -- -- --
518.96 1.06 4.03 -- -- 0.842 -- -- 0.162 -- 32.05 4283 -- --
542.23 1.09 4.07 -- -- -- -- -- 0.00563 -- -- -- -- --

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
1 450.56 temperature 25 4320 > th dose dependent rect. 22 3
2 450.68 temperature 30 4320 < th dose independent rect. 11 1
3 450.76 atmosphere 1000 30 > th dose independent rect. 11 23
4 450.84 temperature 30 4320 > th dose independent rect. 11 1
7 451.11 temperature 25 4320 > th dose dependent rect. 22 5
8 451.15 temperature 25 4320 > th dose dependent rect. 22 9
13 451.75 temperature 30 4320 > th dose dependent rect. 11 1
31 452.32 temperature 25 4320 > th dose independent rect. 22 6
34 452.41 temperature 25 4320 < th dose independent rect. 22 9
42 452.71 temperature 25 4320 > th dose independent rect. 22 9
78 452.85 temperature 25 4320 < th dose independent rect. 20 11
79 452.87 temperature 25 4320 < th dose independent rect. 20 8
99 453.24 temperature 25 4320 < th dose independent rect. 22 6
100 453.25 temperature 10 4320 > th dose dependent rect. 23 2
117 453.31 temperature 30 4320 < th dose dependent rect. 23 2
130 453.46 temperature 25 4320 > th dose independent rect. 23 1
144 453.57 temperature 25 4320 < th dose independent rect. 22 4
161 453.59 temperature 30 4320 < th dose independent rect. 6 7
165 453.62 temperature 30 4320 < th dose independent rect. 24 13
167 453.63 temperature 30 4320 < th dose independent rect. 2 11
178 453.67 temperature 30 4320 < th dose independent rect. 20 17
188 453.72 temperature 25 4320 < th dose independent rect. 23 2
189 453.73 temperature 25 4320 < th dose independent rect. 1 6
197 453.78 temperature 30 4320 > th dose dependent sin 8 NA
248 454.07 temperature 10 4320 > th dose dependent rect. 21 5
249 454.07 temperature 30 4320 < th dose dependent rect. 21 5
384 454.81 temperature 30 4320 > th dose independent sin 8 NA
406 454.90 temperature 25 4320 < th dose independent rect. 3 1
447 455.15 temperature 30 4320 < th dose independent sin 9 NA
543 455.75 temperature 25 4320 < th dose independent sin 11 NA
592 455.92 temperature 10 4320 > th dose dependent sin 13 NA
604 455.95 temperature 30 4320 < th dose independent rect. 17 1
639 456.02 temperature 25 4320 > th dose independent rect. 3 1
649 456.04 temperature 30 4320 < th dose dependent sin 12 NA
841 456.37 temperature 25 4320 < th dose independent rect. 20 1
955 456.60 temperature 25 4320 > th dose independent sin 11 NA