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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.

Os02g0213000

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 : 5.05 (0.033) R2 : 0.576
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.1 (0.127) R2dE : 0.583 R2E : 0.576
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0432 (0.0712) R2dN8 : 0.000293 R2N8 : -0.00686
σ : 0.617
deviance : 175.25
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 19.24
memory length : 107
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
146.83 0.569 5.1 -0.734 0.528 3.75 1.82 -0.899 -0.243 3.61 19.49 93 -- --
147.3 0.565 5.08 -0.58 0.521 3.74 2.1 -- -0.2 3.53 19.3 94 -- --
152.75 0.576 5.12 -1.02 0.616 3.79 -- -2.32 -0.281 5.21 19.53 130 -- --
158.52 0.586 5.07 -0.611 0.556 3.68 -- -- -0.185 5.18 18.83 128 -- --
163.73 0.596 5.12 -0.9 -- 3.31 -- -2.45 -0.233 -- 19.38 92 -- --
352.18 0.88 4.94 0.263 0.858 -- -1.17 -- 0.435 14.4 -- -- -- --
357.2 0.885 4.94 0.231 0.858 -- -- -- 0.428 14.4 -- -- -- --
167.96 0.604 5.07 -0.581 -- 3.96 -- -- -0.127 -- 14.62 97 -- --
167.02 0.602 5.05 -- 0.476 3.39 -- -- -0.0855 5.41 19.4 120 -- --
400.57 0.935 4.95 0.195 -- -- -- -- 0.407 -- -- -- -- --
358.61 0.886 4.95 -- 0.853 -- -- -- 0.403 14.4 -- -- -- --
175.25 0.617 5.05 -- -- 3.1 -- -- -0.0432 -- 19.24 107 -- --
401.58 0.935 4.95 -- -- -- -- -- 0.385 -- -- -- -- --

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
1 145.26 temperature 20 90 > th dose dependent rect. 21 23
3 147.17 temperature 20 90 > th dose dependent no NA NA
7 149.48 temperature 20 90 > th dose dependent rect. 2 23
19 152.97 temperature 20 10 > th dose dependent rect. 22 23
29 155.15 temperature 30 1440 < th dose dependent rect. 3 9
34 155.71 temperature 10 1440 > th dose dependent rect. 2 10
47 156.28 temperature 15 720 > th dose dependent rect. 20 19
67 156.88 temperature 10 1440 > th dose dependent rect. 4 6
86 157.25 temperature 30 1440 < th dose dependent rect. 5 4
87 157.27 temperature 30 1440 < th dose dependent sin 5 NA
88 157.29 temperature 10 1440 > th dose dependent rect. 5 4
110 157.82 temperature 10 1440 > th dose dependent sin 5 NA
146 158.53 temperature 10 1440 > th dose dependent rect. 6 2
150 158.61 temperature 30 1440 < th dose dependent rect. 6 2
272 160.71 temperature 30 90 < th dose dependent no NA NA
278 160.74 temperature 30 1440 < th dose dependent rect. 17 20
362 161.47 temperature 30 30 < th dose dependent rect. 17 23
437 162.14 temperature 30 30 < th dose dependent rect. 15 23
464 162.32 temperature 30 30 < th dose dependent rect. 11 23
486 162.51 temperature 30 1440 < th dose dependent no NA NA
554 162.99 temperature 30 30 < th dose dependent rect. 13 23
570 163.11 temperature 30 30 < th dose dependent rect. 9 23
574 163.14 temperature 30 270 < th dose dependent rect. 21 23
589 163.29 temperature 30 90 < th dose dependent rect. 19 23
725 164.30 temperature 30 90 < th dose dependent rect. 7 23
733 164.35 temperature 15 1440 > th dose dependent no NA NA
766 164.69 temperature 15 1440 > th dose dependent rect. 2 23
777 164.75 temperature 20 90 > th dose dependent rect. 9 23
815 165.02 temperature 15 1440 > th dose dependent rect. 11 23
915 165.78 temperature 30 10 < th dose dependent rect. 1 23