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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.

Os05g0345100

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 : 6.25 (0.037) R2 : 0.806
β1 : -- (--) R2dD : -- R2D : --
β2 : 3.24 (0.0896) R2dC : 0.565 R2C : 0.6
β3 : -2.18 (0.107) R2dE : 0.211 R2E : 0.239
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.063 (0.0831) R2dN8 : 0.000389 R2N8 : -0.00941
σ : 0.679
deviance : 212.4
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_____
C
peak time of C : 21.3
E
wheather : temperature
threshold : 24.09
memory length : 2623
response mode : < th
dose dependency : dose independent
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 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
210.35 0.681 6.24 0.226 3.23 -2.1 -0.373 0.0645 -0.02 21.3 24.1 2596 -- --
210.35 0.675 6.24 0.244 3.24 -2.1 -0.37 -- -0.0175 21.3 24.09 2612 -- --
210.81 0.676 6.24 0.226 3.24 -2.11 -- 0.106 -0.023 21.3 24.07 2612 -- --
210.83 0.676 6.24 0.259 3.24 -2.1 -- -- -0.0127 21.3 24.07 2614 -- --
555.42 1.1 6.07 -0.0368 -- -2.73 -- 0.667 -0.0559 -- 25.72 793 -- --
363.23 0.893 6.07 1.11 3.34 -- -0.306 -- 0.735 21.7 -- -- -- --
363.58 0.893 6.07 1.12 3.35 -- -- -- 0.735 21.7 -- -- -- --
519.02 1.06 6.27 0.185 -- -3.43 -- -- -0.545 -- 25.3 762 -- --
212.4 0.679 6.25 -- 3.24 -2.18 -- -- -0.063 21.3 24.09 2623 -- --
1029.2 1.5 5.98 1.15 -- -- -- -- 0.731 -- -- -- -- --
396.7 0.932 6.1 -- 3.35 -- -- -- 0.611 21.7 -- -- -- --
518.92 1.06 6.26 -- -- -3.42 -- -- -0.51 -- 25.22 768 -- --
1064.19 1.52 6.01 -- -- -- -- -- 0.603 -- -- -- -- --

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
1 211.63 temperature 10 4320 > th dose dependent rect. 21 1
2 211.64 temperature 30 4320 < th dose dependent rect. 21 1
163 216.67 temperature 10 4320 > th dose dependent rect. 17 16
164 216.67 temperature 30 4320 < th dose dependent rect. 17 16
217 217.07 temperature 10 4320 > th dose dependent sin 12 NA
222 217.10 temperature 30 4320 < th dose dependent sin 12 NA
797 220.97 temperature 30 4320 < th dose dependent rect. 1 9
894 221.39 temperature 20 4320 > th dose dependent rect. 3 3