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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.

Os05g0440300

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

Description : Similar to S1 self-incompatibility locus-linked G221 protein (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.59 (0.0379) R2 : 0.809
β1 : 1.05 (0.172) R2dD : 0.0356 R2D : 0.0173
β2 : 0.819 (0.0797) R2dC : 0.0479 R2C : 0.0308
β3 : -5.43 (0.177) R2dE : 0.853 R2E : 0.624
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -6.29 (0.577) R2dD*E : 0.164 R2D*E : -0.513
γ1 : 0.738 (0.0813) R2dN8 : 0.0648 R2N8 : 0.134
σ : 0.599
deviance : 165.41
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_____
C
peak time of C : 2.9
E
wheather : temperature
threshold : 24.2
memory length : 3708
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
156.02 0.587 5.57 0.925 0.92 -5.51 1.78 -6.46 0.738 1.92 23.93 4344 -- --
177.08 0.62 5.72 0.719 0.703 -3.73 2.26 -- 0.842 2.26 28.95 2599 -- --
165.41 0.599 5.59 1.05 0.819 -5.43 -- -6.29 0.738 2.9 24.2 3708 -- --
183.98 0.632 5.74 0.551 0.796 -4.03 -- -- 0.662 4.24 28.84 2355 -- --
203.38 0.664 5.58 1.05 -- -5.42 -- -6.21 0.741 -- 24.55 3885 -- --
498.22 1.05 5.53 2.13 1.08 -- 1.82 -- 1.65 2.12 -- -- -- --
510.48 1.06 5.54 2.08 1.09 -- -- -- 1.64 2.33 -- -- -- --
208.67 0.673 5.78 0.351 -- -4.29 -- -- 0.564 -- 28.69 2558 -- --
187.53 0.638 5.78 -- 0.686 -4.4 -- -- 0.524 3.68 28.22 2408 -- --
580.31 1.13 5.53 2.13 -- -- -- -- 1.67 -- -- -- -- --
624.61 1.17 5.59 -- 1.13 -- -- -- 1.41 2.37 -- -- -- --
211.24 0.677 5.79 -- -- -4.46 -- -- 0.48 -- 28.34 2571 -- --
699.62 1.23 5.58 -- -- -- -- -- 1.43 -- -- -- -- --

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
1 148.11 temperature 25 4320 < th dose dependent rect. 21 8
10 149.11 temperature 25 4320 < th dose dependent rect. 17 13
20 149.52 temperature 25 4320 < th dose dependent rect. 2 1
26 149.64 temperature 25 4320 < th dose dependent rect. 1 4
41 150.32 temperature 10 4320 > th dose dependent rect. 2 3
45 150.40 temperature 25 4320 < th dose dependent sin 12 NA
120 152.69 temperature 10 4320 > th dose dependent rect. 22 8
393 158.95 temperature 25 4320 < th dose dependent no NA NA
460 160.85 temperature 25 4320 < th dose dependent rect. 4 23
558 163.97 temperature 10 4320 > th dose dependent sin 11 NA