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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.

Os09g0453200

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

Description : emp24/gp25L/p24 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.25 (0.0176) R2 : 0.00857
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0736 (0.0371) R2dN8 : 0.0111 R2N8 : 0.00857
σ : 0.331
deviance : 50.42
__
_____
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 = precipitation, 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
31.61 0.262 3.24 0.104 0.165 3.96 -0.139 0.39 -0.0539 7.16 0.8365 10 -- --
31.61 0.264 3.24 0.103 0.165 4.07 -0.139 -- -0.0539 7.16 0.831 9 -- --
31.66 0.262 3.24 0.102 0.165 3.88 -- 0.617 -0.0535 7.34 0.8316 9 -- --
31.66 0.264 3.24 0.1 0.165 4.06 -- -- -0.0535 7.34 0.8316 9 -- --
33.1 0.268 3.24 0.104 -- 3.87 -- 0.831 -0.0507 -- 0.8117 9 -- --
47.97 0.325 3.24 0.139 0.191 -- -0.00355 -- -0.0613 6.8 -- -- -- --
47.97 0.324 3.24 0.139 0.191 -- -- -- -0.0613 6.8 -- -- -- --
33.1 0.269 3.24 0.103 -- 4.11 -- -- -0.0507 -- 0.8143 10 -- --
31.92 0.265 3.24 -- 0.165 4.08 -- -- -0.0646 7.31 0.8316 9 -- --
49.88 0.33 3.25 0.144 -- -- -- -- -0.0576 -- -- -- -- --
48.48 0.326 3.25 -- 0.192 -- -- -- -0.0769 6.76 -- -- -- --
33.37 0.27 3.25 -- -- 4.13 -- -- -0.062 -- 0.8143 10 -- --
50.42 0.331 3.25 -- -- -- -- -- -0.0736 -- -- -- -- --

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 29.91 wind 3.0 10 > th dose independent rect. 4 1
3 29.91 wind 3.0 10 > th dose dependent rect. 4 1
5 30.37 precipitation 0.1 30 > th dose dependent rect. 3 1
10 30.41 precipitation 0.1 30 > th dose independent rect. 3 1
31 30.83 precipitation 0.1 30 > th dose dependent rect. 22 7
134 31.28 precipitation 0.1 30 > th dose dependent sin 5 NA
235 31.64 precipitation 0.1 30 > th dose independent sin 5 NA
236 31.64 precipitation 0.1 30 < th dose independent sin 5 NA
237 31.64 precipitation 0.1 30 < th dose dependent sin 5 NA
603 32.86 wind 5.0 90 > th dose independent rect. 3 4
771 33.50 precipitation 0.1 10 > th dose dependent no NA NA