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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.

Os12g0267900

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

Description : Zinc finger, RING-type domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.05 (0.0472) R2 : 0.815
β1 : -1.17 (0.175) R2dD : 0.0227 R2D : 0.0123
β2 : 4.49 (0.112) R2dC : 0.675 R2C : 0.724
β3 : -1.15 (0.125) R2dE : 0.0414 R2E : 0.0981
β4 : -2.57 (0.423) R2dD*C : 0.0124 R2D*C : 0.0148
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.413 (0.107) R2dN8 : 0.00841 R2N8 : 0.021
σ : 0.866
deviance : 345.81
__
_____
C
peak time of C : 23
E
wheather : temperature
threshold : 22.3
memory length : 621
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
344.89 0.873 6.04 -1.08 4.51 -1.14 -2.41 -0.495 0.407 23.1 22.4 598 -- --
345.81 0.866 6.05 -1.17 4.49 -1.15 -2.57 -- 0.413 23 22.3 621 -- --
368.51 0.894 6.06 -1.14 4.53 -1.15 -- -0.0947 0.369 23.1 22.3 578 -- --
368.04 0.893 6.06 -1.19 4.52 -1.19 -- -- 0.375 23.1 22.1 590 -- --
1288.57 1.67 6.1 -1.73 -- -3.53 -- 1.8 -0.0116 -- 25.29 826 -- --
410.82 0.95 5.98 -0.884 4.67 -- -2.43 -- 0.759 23 -- -- -- --
435.79 0.978 5.97 -0.785 4.68 -- -- -- 0.767 23 -- -- -- --
1275.87 1.66 6.12 -1.76 -- -3.57 -- -- -0.448 -- 25.2 848 -- --
402.02 0.934 6.01 -- 4.55 -0.974 -- -- 0.556 23 22.36 570 -- --
1796.83 1.98 5.85 -0.682 -- -- -- -- 0.801 -- -- -- -- --
452.04 0.995 5.95 -- 4.67 -- -- -- 0.855 23 -- -- -- --
1352.38 1.71 6.07 -- -- -3.22 -- -- -0.17 -- 25.3 828 -- --
1809.09 1.99 5.84 -- -- -- -- -- 0.877 -- -- -- -- --

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
1 335.73 temperature 20 720 > th dose dependent rect. 23 5
2 337.49 temperature 10 720 > th dose dependent rect. 23 5
18 343.03 temperature 30 720 < th dose dependent rect. 20 11
21 343.58 temperature 20 720 > th dose dependent sin 10 NA
23 343.98 temperature 20 720 > th dose dependent rect. 17 16
47 346.69 temperature 10 720 > th dose dependent rect. 17 18
50 346.79 temperature 10 720 > th dose dependent rect. 17 16
57 347.22 temperature 20 720 > th dose dependent rect. 20 13
75 348.33 temperature 25 720 < th dose dependent sin 12 NA
100 348.87 temperature 25 720 < th dose dependent rect. 20 7
138 349.81 temperature 20 270 > th dose dependent rect. 23 12
143 349.98 temperature 10 720 > th dose dependent rect. 16 13
247 352.42 temperature 25 720 < th dose dependent rect. 23 2
311 353.57 temperature 25 720 < th dose dependent rect. 5 21
370 354.44 temperature 25 720 < th dose dependent no NA NA
389 354.70 temperature 25 720 < th dose dependent rect. 9 23
598 357.49 temperature 20 720 > th dose independent rect. 23 5
643 358.19 temperature 20 1440 > th dose dependent rect. 20 1
736 359.56 temperature 20 4320 > th dose independent rect. 21 2
742 359.60 temperature 20 720 > th dose independent rect. 16 13
763 359.82 temperature 20 4320 < th dose independent rect. 20 3
808 360.34 temperature 20 720 > th dose independent rect. 1 3
822 360.47 temperature 25 1440 > th dose independent rect. 18 1
878 360.91 temperature 10 1440 > th dose dependent rect. 20 1
958 361.29 temperature 25 1440 < th dose independent rect. 18 1
981 361.41 temperature 25 1440 < th dose dependent rect. 19 1