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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.

Os10g0372100

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.79 (0.0399) R2 : 0.731
β1 : -2.41 (0.154) R2dD : 0.173 R2D : 0.065
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.19 (0.178) R2dE : 0.24 R2E : 0.19
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.61 (0.0898) R2dN8 : 0.292 R2N8 : 0.435
σ : 0.733
deviance : 247.62
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 9.492
memory length : 1355
response mode : > th
dose dependency : dose dependent
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 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
246.24 0.737 4.8 -2.45 0.0403 3.2 -0.733 -0.167 1.6 18.2 6.064 1361 -- --
246.25 0.731 4.79 -2.42 0.0426 3.2 -0.728 -- 1.61 18.2 6.224 1352 -- --
246.63 0.731 4.8 -2.42 0.162 3.15 -- -0.0691 1.61 23.7 4.75 1430 -- --
246.61 0.731 4.8 -2.42 0.155 3.16 -- -- 1.6 0.0328 2.68 1435 -- --
247.62 0.733 4.8 -2.42 -- 3.19 -- -0.0675 1.6 -- 11.02 1355 -- --
416.95 0.957 4.66 -1.4 0.3 -- 0.384 -- 2.19 1.88 -- -- -- --
417.46 0.957 4.67 -1.41 0.3 -- -- -- 2.19 1.45 -- -- -- --
247.62 0.733 4.79 -2.41 -- 3.19 -- -- 1.61 -- 9.492 1355 -- --
368.89 0.895 4.7 -- 0.111 1.63 -- -- 2.03 23.9 21.25 1380 -- --
422.98 0.961 4.66 -1.4 -- -- -- -- 2.19 -- -- -- -- --
470.08 1.01 4.63 -- 0.275 -- -- -- 2.34 1.28 -- -- -- --
369.1 0.895 4.7 -- -- 1.71 -- -- 2.03 -- 21.2 1280 -- --
474.76 1.02 4.63 -- -- -- -- -- 2.35 -- -- -- -- --

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
1 238.99 temperature 30 1440 < th dose dependent rect. 17 8
2 239.21 temperature 10 1440 > th dose dependent rect. 17 8
3 239.28 temperature 30 1440 < th dose dependent rect. 17 6
9 239.58 temperature 10 1440 > th dose dependent rect. 19 4
105 241.96 temperature 10 1440 > th dose dependent sin 15 NA
149 242.64 temperature 30 1440 < th dose dependent sin 15 NA
220 243.94 temperature 30 720 < th dose dependent rect. 10 21
238 244.16 temperature 10 1440 > th dose dependent rect. 11 17
393 245.57 temperature 10 1440 > th dose dependent rect. 16 20
407 245.67 temperature 30 1440 < th dose dependent rect. 10 17
421 245.81 temperature 30 1440 < th dose dependent rect. 16 20
602 246.66 temperature 30 720 < th dose dependent rect. 1 23
618 246.73 temperature 10 1440 > th dose dependent rect. 3 23
637 246.81 temperature 10 1440 > th dose dependent no NA NA
660 246.91 temperature 30 720 < th dose dependent rect. 5 22
716 247.15 temperature 30 720 < th dose dependent rect. 3 23
738 247.24 temperature 10 1440 > th dose dependent rect. 21 23
804 247.61 temperature 30 1440 < th dose dependent no NA NA
940 248.41 temperature 30 1440 < th dose dependent rect. 20 23