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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.

Os12g0512000

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

Description : Similar to Flavin monoxygenase-like protein floozy.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.05 (0.0567) R2 : 0.477
β1 : -1.32 (0.211) R2dD : 0.05 R2D : -0.0489
β2 : 1.97 (0.142) R2dC : 0.249 R2C : 0.0441
β3 : 3.12 (0.219) R2dE : 0.267 R2E : 0.0218
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.34 (0.121) R2dN8 : 0.19 R2N8 : 0.116
σ : 1.06
deviance : 518.08
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_____
C
peak time of C : 12.1
E
wheather : temperature
threshold : 25.27
memory length : 720
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 17.3
open length of G : 14.7

__

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 = rect.)

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
516.87 1.07 5.02 -0.999 1.96 2.89 0.384 2.41 -1.29 12.2 25.21 723 17.3 14.7
518.04 1.06 5.06 -1.26 2.02 3.17 0.354 -- -1.36 12.2 25.23 720 17.3 14.7
517.47 1.06 5.02 -1.03 1.95 2.9 -- 2.15 -1.29 12.2 25.21 721 17.3 14.7
518.08 1.06 5.05 -1.32 1.97 3.12 -- -- -1.34 12.1 25.27 720 17.3 14.7
655.14 1.19 5.11 -0.682 -- 2.61 -- 4.07 -1.63 -- 19.03 615 19.4 16.8
732.66 1.27 5.04 -0.832 1.4 -- -0.317 -- -1.29 10.6 -- -- -- --
733.07 1.27 5.04 -0.844 1.4 -- -- -- -1.29 10.7 -- -- -- --
665.02 1.2 5.22 -1.62 -- 2.56 -- -- -1.95 -- 20.53 632 19.7 15.8
564.69 1.11 5.04 -- 1.99 2.95 -- -- -1.22 12.1 25.31 719 17.3 14.7
854.17 1.37 5.08 -0.871 -- -- -- -- -1.3 -- -- -- -- --
751.85 1.28 5.02 -- 1.41 -- -- -- -1.2 10.7 -- -- -- --
725.72 1.25 5.2 -- -- 2.43 -- -- -1.75 -- 19.65 602 19.7 16.1
874.17 1.38 5.05 -- -- -- -- -- -1.2 -- -- -- -- --

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
1 519.24 temperature 25 720 > th dose dependent rect. 17 15
3 525.50 temperature 25 720 > th dose dependent sin 12 NA
8 528.02 temperature 25 720 > th dose dependent rect. 17 10
51 544.62 temperature 25 720 > th dose dependent rect. 17 2
62 549.58 temperature 25 1440 > th dose dependent rect. 22 21
64 549.75 temperature 25 1440 > th dose dependent rect. 13 23
72 550.26 temperature 25 1440 > th dose dependent rect. 7 19
82 550.45 temperature 25 1440 > th dose dependent rect. 7 12
104 550.69 temperature 25 1440 > th dose dependent rect. 17 23
115 550.79 temperature 25 1440 > th dose dependent no NA NA
125 550.87 temperature 25 1440 > th dose dependent rect. 11 23
178 551.34 temperature 25 1440 > th dose dependent sin 22 NA
324 553.77 temperature 25 1440 > th dose dependent rect. 13 6
357 554.45 humidity 70 720 < th dose independent rect. 18 1
383 555.13 temperature 25 1440 > th dose dependent rect. 13 1
437 556.59 humidity 70 720 > th dose independent rect. 17 14
758 560.17 temperature 30 1440 > th dose independent rect. 16 3
790 560.65 humidity 70 720 > th dose independent rect. 17 7
820 561.12 temperature 10 1440 > th dose dependent rect. 18 1
823 561.20 temperature 30 1440 > th dose independent rect. 17 1
836 561.45 temperature 30 1440 > th dose independent sin 14 NA
868 562.12 temperature 30 1440 < th dose independent rect. 16 15
874 562.22 temperature 30 1440 < th dose independent rect. 16 13
876 562.26 temperature 30 1440 < th dose independent rect. 16 5
881 562.31 temperature 30 1440 < th dose independent sin 15 NA
882 562.31 temperature 30 1440 < th dose independent rect. 16 8
966 563.19 temperature 25 1440 > th dose dependent rect. 7 3
969 563.25 temperature 30 1440 > th dose independent rect. 11 8
983 563.30 temperature 30 1440 > th dose independent rect. 13 6
997 563.33 temperature 30 1440 < th dose independent rect. 11 21