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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.

Os05g0374700

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 : 3.28 (0.0424) R2 : 0.00255
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0963 (0.0892) R2dN8 : 0.00329 R2N8 : 0.00255
σ : 0.798
deviance : 292.39
__
_____
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 = 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
268.48 0.77 3.29 -0.268 0.0475 1.29 0.16 3.08 -0.118 10.7 46.36 30 -- --
277.32 0.776 3.28 -0.217 0.0493 1.02 0.625 -- -0.0986 11.8 45.58 29 -- --
268.34 0.763 3.29 -0.271 0.0648 1.39 -- 3.53 -0.115 11.8 48.44 29 -- --
279.25 0.778 3.28 -0.189 0.0536 0.954 -- -- -0.101 12.6 44.49 29 -- --
268.59 0.763 3.29 -0.267 -- 1.41 -- 3.49 -0.114 -- 48.22 29 -- --
286.91 0.794 3.28 -0.263 0.204 -- 0.551 -- -0.123 11.9 -- -- -- --
288.19 0.795 3.28 -0.24 0.203 -- -- -- -0.12 12.4 -- -- -- --
279.28 0.778 3.28 -0.148 -- 0.923 -- -- -0.102 -- 40.68 29 -- --
280.18 0.78 3.27 -- 0.0545 0.984 -- -- -0.0794 12.7 44.68 29 -- --
290.79 0.797 3.29 -0.247 -- -- -- -- -0.124 -- -- -- -- --
289.7 0.796 3.28 -- 0.207 -- -- -- -0.0936 12.5 -- -- -- --
280.25 0.78 3.27 -- -- 0.933 -- -- -0.0842 -- 40.66 29 -- --
292.39 0.798 3.28 -- -- -- -- -- -0.0963 -- -- -- -- --

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
1 267.83 wind 1.0 270 < th dose dependent rect. 11 1
2 267.98 radiation 40.0 30 > th dose dependent rect. 10 4
22 268.03 precipitation 0.1 270 > th dose independent rect. 8 1
23 268.03 precipitation 0.1 270 > th dose dependent rect. 8 1
24 268.08 precipitation 0.1 720 > th dose independent rect. 9 4
25 268.08 precipitation 0.1 720 > th dose dependent rect. 9 4
57 268.55 humidity 90.0 720 > th dose independent rect. 10 2
59 268.59 humidity 90.0 720 > th dose dependent rect. 10 1
97 269.14 radiation 40.0 30 > th dose dependent sin 18 NA
127 269.67 wind 1.0 10 < th dose dependent rect. 11 1
226 270.48 radiation 40.0 30 > th dose dependent no NA NA
458 270.81 wind 1.0 270 < th dose independent rect. 11 1
482 271.09 radiation 40.0 30 > th dose independent rect. 10 3
572 272.03 wind 1.0 10 < th dose independent rect. 11 1
618 272.25 wind 1.0 30 < th dose independent rect. 4 1
625 272.37 wind 1.0 30 < th dose dependent rect. 4 1