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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.

Os06g0146900

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.24 (0.0359) R2 : 0.582
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.22 (0.0919) R2dC : 0.164 R2C : 0.16
β3 : 2.4 (0.142) R2dE : 0.299 R2E : 0.38
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.472 (0.0795) R2dN8 : 0.048 R2N8 : 0.108
σ : 0.663
deviance : 202.65
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_____
C
peak time of C : 7.09
E
wheather : temperature
threshold : 26.6
memory length : 3609
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
201.13 0.666 5.27 -0.133 1.23 2.57 -0.545 1.05 -0.496 7.01 25.7 3625 -- --
201.98 0.662 5.24 0.052 1.22 2.44 -0.498 -- -0.464 7.02 26.6 3626 -- --
201.88 0.662 5.27 -0.143 1.23 2.57 -- 1.07 -0.498 7.08 25.65 3620 -- --
202.62 0.663 5.24 0.0432 1.22 2.43 -- -- -0.462 7.08 26.6 3620 -- --
267.8 0.762 5.25 -0.0469 -- 2.55 -- -0.276 -0.421 -- 29.89 2059 -- --
297.7 0.809 5.37 -1.05 1.29 -- -0.251 -- -1.07 7.48 -- -- -- --
297.87 0.808 5.37 -1.06 1.29 -- -- -- -1.07 7.51 -- -- -- --
227.89 0.703 5.29 -0.299 -- 3.07 -- -- -0.471 -- 30.16 534 -- --
202.65 0.663 5.24 -- 1.22 2.4 -- -- -0.472 7.09 26.6 3609 -- --
386.33 0.918 5.4 -1.04 -- -- -- -- -1.05 -- -- -- -- --
327.4 0.846 5.35 -- 1.28 -- -- -- -0.949 7.57 -- -- -- --
229.52 0.706 5.26 -- -- 3.17 -- -- -0.415 -- 30.13 535 -- --
414.82 0.951 5.38 -- -- -- -- -- -0.931 -- -- -- -- --

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
1 200.22 temperature 25 4320 < th dose dependent rect. 22 5
18 200.75 temperature 10 4320 > th dose dependent rect. 22 5
114 201.64 temperature 25 4320 < th dose dependent sin 12 NA
222 202.22 temperature 30 720 < th dose dependent rect. 17 17
277 202.55 temperature 10 4320 > th dose dependent sin 11 NA
305 202.65 temperature 25 4320 < th dose dependent rect. 21 17
465 203.25 temperature 30 270 < th dose dependent rect. 16 22
488 203.33 temperature 30 720 < th dose dependent sin 11 NA
764 204.09 temperature 25 4320 < th dose dependent no NA NA
900 204.43 temperature 25 720 < th dose dependent rect. 10 23