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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.

Os08g0485500

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 : 3.25 (0.0356) R2 : 0.219
β1 : -0.998 (0.13) R2dD : 0.105 R2D : 0.0786
β2 : 0.651 (0.085) R2dC : 0.101 R2C : 0.0939
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.328 (0.0759) R2dN8 : 0.0428 R2N8 : 0.0108
σ : 0.669
deviance : 203.83
__
_____
C
peak time of C : 10.8
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 = radiation, 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
166.49 0.606 3.26 -0.91 0.225 1.07 0.397 -2.95 -0.313 6.35 -0.5722 10 -- --
176.56 0.619 3.28 -0.997 0.151 1.24 1.8 -- -0.354 1.42 -0.3571 9 -- --
166.87 0.602 3.26 -0.91 0.227 1.06 -- -2.9 -0.315 6.52 -5.727e-05 9 -- --
187.23 0.637 3.26 -1.01 0.23 1.12 -- -- -0.328 5.9 -10.57 9 -- --
169.53 0.606 3.26 -0.901 -- 1.08 -- -2.9 -0.31 -- -0.6151 9 -- --
192.91 0.651 3.25 -0.929 0.635 -- -1.62 -- -0.32 11.3 -- -- -- --
203.83 0.669 3.25 -0.998 0.651 -- -- -- -0.328 10.8 -- -- -- --
189.96 0.642 3.27 -1 -- 1.11 -- -- -0.323 -- -8.305 9 -- --
214 0.681 3.24 -- 0.215 1.1 -- -- -0.215 6.31 -0.05088 9 -- --
230.06 0.709 3.27 -1.01 -- -- -- -- -0.332 -- -- -- -- --
230.09 0.71 3.23 -- 0.659 -- -- -- -0.217 10.9 -- -- -- --
216.39 0.685 3.24 -- -- 1.11 -- -- -0.211 -- -5.389 9 -- --
257.05 0.748 3.24 -- -- -- -- -- -0.22 -- -- -- -- --

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
1 162.10 radiation 1 10 > th dose dependent rect. 18 18
2 162.12 radiation 1 10 > th dose dependent rect. 5 7
15 162.87 radiation 10 10 > th dose dependent rect. 8 4
34 163.56 radiation 1 10 > th dose dependent sin 3 NA
36 163.59 radiation 40 10 > th dose dependent rect. 9 3
58 163.86 radiation 1 10 > th dose dependent rect. 13 23
69 164.84 radiation 10 10 > th dose dependent rect. 11 1
105 165.23 radiation 1 10 > th dose dependent rect. 16 23
110 165.54 radiation 1 10 > th dose dependent rect. 5 10
136 165.80 radiation 1 10 > th dose dependent rect. 8 7
140 165.97 radiation 1 10 > th dose dependent rect. 11 23
157 166.10 radiation 40 10 > th dose independent rect. 9 3
177 166.14 radiation 1 10 > th dose dependent rect. 8 22
205 166.59 radiation 40 10 > th dose dependent sin 7 NA
213 166.73 radiation 1 10 > th dose dependent no NA NA
216 166.73 radiation 1 10 > th dose dependent rect. 5 14
299 166.86 radiation 1 10 > th dose dependent rect. 8 11
485 168.30 radiation 40 10 > th dose independent rect. 11 1
491 168.41 radiation 40 10 < th dose dependent sin 3 NA
648 168.75 radiation 40 10 > th dose dependent no NA NA
850 168.84 radiation 40 10 > th dose dependent rect. 11 23