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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.

Os08g0541500

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

Description : Protein of unknown function DUF936, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3 (0.0168) R2 : 0.0124
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0845 (0.0353) R2dN8 : 0.0161 R2N8 : 0.0124
σ : 0.316
deviance : 45.73
__
_____
C
peak time of C : --
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 = wind, 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
40.49 0.299 2.98 0.0342 0.0655 -0.378 -0.343 3.86 0.0849 4.59 0.1404 9 -- --
44.11 0.309 2.99 0.0118 0.0448 0.476 -0.259 -- 0.0955 5.54 0.09994 8 -- --
40.76 0.297 2.98 0.0378 0.0695 -0.377 -- 3.77 0.0876 5.98 0.12 8 -- --
44.28 0.31 2.99 0.0113 0.0443 0.465 -- -- 0.0965 5.83 0.07358 8 -- --
41 0.298 2.98 0.0383 -- -0.331 -- 3.69 0.0895 -- 0.1104 8 -- --
45.35 0.316 2.99 0.0363 0.0691 -- -0.207 -- 0.0862 5.5 -- -- -- --
45.44 0.316 2.99 0.0352 0.0689 -- -- -- 0.0869 4.72 -- -- -- --
44.38 0.31 2.99 0.0116 -- 0.484 -- -- 0.0979 -- 0.07541 8 -- --
44.28 0.31 2.99 -- 0.0443 0.468 -- -- 0.0954 5.83 0.07454 8 -- --
45.7 0.316 3 0.0378 -- -- -- -- 0.0887 -- -- -- -- --
45.48 0.315 3 -- 0.0695 -- -- -- 0.083 4.7 -- -- -- --
44.38 0.31 2.99 -- -- 0.487 -- -- 0.0966 -- 0.06447 8 -- --
45.73 0.316 3 -- -- -- -- -- 0.0845 -- -- -- -- --

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 39.49 wind 1 10 < th dose independent rect. 23 1
5 39.49 wind 1 10 < th dose dependent rect. 23 1
13 39.72 wind 1 10 < th dose dependent rect. 11 14
37 39.86 wind 1 30 < th dose dependent rect. 23 5
47 40.10 wind 1 10 < th dose independent rect. 11 14
80 40.33 wind 1 10 < th dose dependent sin 16 NA
226 40.91 radiation 10 10 > th dose independent rect. 6 1
252 40.91 radiation 10 10 > th dose dependent rect. 6 1
349 41.06 wind 1 10 < th dose dependent rect. 2 23
361 41.09 wind 1 90 < th dose independent rect. 17 8
391 41.14 wind 1 10 < th dose dependent rect. 22 14
606 41.36 wind 1 10 < th dose dependent no NA NA
668 41.48 wind 1 90 < th dose independent rect. 11 14
672 41.50 wind 1 10 < th dose independent sin 15 NA
867 41.74 wind 1 30 > th dose independent sin 15 NA