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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.

Os11g0634200

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.1 (0.0372) R2 : 0.589
β1 : 0.781 (0.145) R2dD : 0.032 R2D : 0.0563
β2 : 1.75 (0.0963) R2dC : 0.306 R2C : 0.32
β3 : -1.18 (0.199) R2dE : 0.0382 R2E : 0.12
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 4.69 (0.567) R2dD*E : 0.0767 R2D*E : 0.146
γ1 : 0.438 (0.0823) R2dN8 : 0.0382 R2N8 : 0.0378
σ : 0.689
deviance : 215.55
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_____
C
peak time of C : 17.2
E
wheather : temperature
threshold : 25.1
memory length : 8
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 6.97
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 = sin)

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
208.01 0.678 12.2 0.656 1.62 -1.08 2.86 5.74 0.383 17.1 25.44 10 4.26 --
241.31 0.729 12.1 1.16 1.75 -2.51 0.63 -- 0.578 17 20.73 4 6.15 --
215.55 0.689 12.1 0.781 1.75 -1.18 -- 4.69 0.438 17.2 25.1 8 6.97 --
242.16 0.73 12.1 1.17 1.75 -2.43 -- -- 0.586 16.9 20.73 4 6.15 --
262.72 0.755 12.1 1.23 -- -2.28 -- 1 0.549 -- 45.41 285 4.3 --
269.97 0.77 12.1 1.4 1.87 -- -0.175 -- 0.714 16.4 -- -- -- --
270.04 0.77 12.1 1.4 1.87 -- -- -- 0.713 16.4 -- -- -- --
264.65 0.758 12.1 1.26 -- -2.25 -- -- 0.588 -- 48.33 289 4.17 --
272.28 0.769 12.1 -- 1.71 -3.23 -- -- 0.436 17 20.8 205 7.54 --
457.26 0.999 12 1.32 -- -- -- -- 0.664 -- -- -- -- --
321.49 0.839 12.1 -- 1.84 -- -- -- 0.557 16.4 -- -- -- --
304.11 0.812 12.1 -- -- -2.51 -- -- 0.4 -- 38.11 328 4.57 --
503.48 1.05 12.1 -- -- -- -- -- 0.517 -- -- -- -- --

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
1 202.98 temperature 25 10 < th dose dependent rect. 14 18
27 205.16 temperature 25 10 < th dose dependent rect. 12 20
79 208.17 temperature 25 10 < th dose dependent sin 10 NA
80 208.24 temperature 25 90 < th dose dependent sin 11 NA
120 209.90 temperature 20 10 < th dose independent sin 11 NA
139 210.46 temperature 20 10 < th dose independent rect. 15 15
178 211.11 temperature 20 10 < th dose independent rect. 18 12
195 211.50 temperature 20 10 < th dose independent rect. 18 15
287 213.28 temperature 20 90 < th dose independent rect. 12 19
382 214.41 temperature 20 10 < th dose independent rect. 12 18
444 215.16 temperature 30 720 < th dose dependent rect. 17 8
469 215.63 temperature 30 720 < th dose dependent sin 17 NA
511 216.13 temperature 25 90 < th dose dependent rect. 21 10
544 216.60 temperature 10 270 > th dose dependent sin 9 NA
656 217.90 temperature 10 720 > th dose dependent rect. 17 17
808 219.45 temperature 10 10 > th dose dependent sin 7 NA
832 219.72 temperature 10 720 > th dose dependent sin 11 NA
937 220.86 temperature 25 90 < th dose dependent rect. 23 8
990 221.42 temperature 20 10 > th dose independent sin 7 NA