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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.

Os01g0959900

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 : 14.4 (0.019) R2 : 0.735
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.6 (0.0459) R2dC : 0.712 R2C : 0.7
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.273 (0.04) R2dN8 : 0.035 R2N8 : 0.0231
σ : 0.359
deviance : 58.78
__
_____
C
peak time of C : 22.4
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 = 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
34.73 0.277 14.5 -0.863 1.27 0.77 -0.402 -0.66 -0.657 22.8 25.4 735 -- --
35.22 0.276 14.4 -0.69 1.27 0.746 -0.529 -- -0.591 22.9 25.7 706 -- --
35.29 0.277 14.5 -0.904 1.28 0.766 -- -0.875 -0.671 22.9 25.4 713 -- --
36.54 0.282 14.4 -0.662 1.28 0.736 -- -- -0.584 22.9 25.7 706 -- --
109.95 0.488 14.5 -1.01 -- 1.5 -- -0.853 -0.882 -- 25.7 784 -- --
52.4 0.339 14.4 -0.47 1.6 -- -0.51 -- -0.325 22.4 -- -- -- --
53.46 0.342 14.4 -0.449 1.61 -- -- -- -0.323 22.4 -- -- -- --
113.19 0.496 14.5 -0.873 -- 1.51 -- -- -0.837 -- 25.62 784 -- --
46.65 0.318 14.4 -- 1.44 0.558 -- -- -0.497 23.2 25.45 469 -- --
211.41 0.679 14.4 -0.423 -- -- -- -- -0.318 -- -- -- -- --
58.78 0.359 14.4 -- 1.6 -- -- -- -0.273 22.4 -- -- -- --
131.94 0.535 14.4 -- -- 1.35 -- -- -0.704 -- 25.52 777 -- --
216.13 0.686 14.3 -- -- -- -- -- -0.271 -- -- -- -- --

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 34.69 temperature 30 720 < th dose dependent rect. 5 18
2 34.69 temperature 10 720 > th dose dependent rect. 7 20
4 34.78 temperature 25 720 > th dose independent rect. 7 18
6 34.81 temperature 20 1440 > th dose dependent rect. 8 7
7 34.82 temperature 30 1440 < th dose dependent rect. 7 8
28 34.95 temperature 25 720 < th dose independent rect. 4 20
31 34.95 temperature 10 720 > th dose dependent rect. 7 18
124 35.16 temperature 10 1440 > th dose dependent sin 23 NA
226 35.29 temperature 30 1440 < th dose dependent sin 23 NA
467 35.56 temperature 25 720 > th dose independent rect. 21 22
615 35.70 temperature 25 1440 > th dose independent rect. 7 13
705 35.77 temperature 25 1440 < th dose independent rect. 6 14
748 35.79 temperature 20 720 > th dose dependent rect. 13 23
765 35.81 temperature 25 720 > th dose independent rect. 13 23
853 35.88 temperature 25 1440 < th dose independent rect. 7 7
897 35.90 temperature 25 1440 > th dose independent rect. 7 7
948 35.93 temperature 25 1440 > th dose independent rect. 6 9