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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.

Os11g0654100

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

Description : NB-ARC domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.5 (0.0571) R2 : 0.308
β1 : -1.24 (0.221) R2dD : 0.0617 R2D : 0.0828
β2 : 0.713 (0.143) R2dC : 0.0376 R2C : 0.0379
β3 : 1.64 (0.239) R2dE : 0.0923 R2E : 0.156
β4 : -3.27 (0.631) R2dD*C : 0.0468 R2D*C : 0.0342
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.372 (0.13) R2dN8 : 0.0208 R2N8 : 0.0339
σ : 1.04
deviance : 500.17
__
_____
C
peak time of C : 19.5
E
wheather : radiation
threshold : 0.8394
memory length : 11726
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 = radiation, 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
492.86 1.04 3.49 -0.882 0.715 1.2 -3.45 -2.57 -0.344 19.5 1.009 10115 -- --
500.17 1.04 3.5 -1.24 0.713 1.64 -3.27 -- -0.372 19.5 0.8394 11726 -- --
524.22 1.07 3.48 -0.817 0.706 1.24 -- -2.5 -0.347 20.3 1.02 10138 -- --
532.67 1.07 3.53 -1.35 0.713 1.62 -- -- -0.407 20.1 1 10160 -- --
551.81 1.09 3.47 -0.817 -- 1.3 -- -2.52 -0.348 -- 1.01 10166 -- --
546.83 1.1 3.62 -1.88 0.723 -- -3.47 -- -0.78 19.6 -- -- -- --
578.96 1.13 3.62 -1.8 0.728 -- -- -- -0.788 20.5 -- -- -- --
558.91 1.1 3.52 -1.34 -- 1.68 -- -- -0.428 -- 0.9 10173 -- --
559.45 1.1 3.5 -- 0.8 1.94 -- -- -0.282 20.1 0.33 11496 -- --
608.69 1.15 3.6 -1.81 -- -- -- -- -0.795 -- -- -- -- --
664.69 1.21 3.57 -- 0.736 -- -- -- -0.588 20.4 -- -- -- --
585.69 1.13 3.48 -- -- 2.13 -- -- -0.251 -- 0.3313 11639 -- --
694.76 1.23 3.56 -- -- -- -- -- -0.595 -- -- -- -- --

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
1 487.28 wind 5 14400 < th dose independent rect. 2 17
4 487.33 wind 5 14400 < th dose independent rect. 6 12
7 487.39 wind 5 14400 > th dose independent rect. 2 16
12 487.48 wind 5 14400 > th dose independent rect. 6 12
14 487.48 wind 5 14400 < th dose independent rect. 12 17
23 487.59 wind 5 14400 > th dose independent rect. 12 17
31 487.70 wind 5 14400 < th dose independent rect. 10 19
35 487.72 wind 3 14400 > th dose dependent rect. 2 16
60 487.92 wind 5 14400 > th dose independent rect. 10 19
65 487.95 wind 5 14400 < th dose independent sin 0 NA
75 488.02 wind 3 14400 > th dose dependent rect. 10 19
96 488.14 wind 5 14400 > th dose independent sin 0 NA
118 488.22 wind 3 14400 > th dose dependent rect. 6 12
165 488.42 wind 3 14400 > th dose dependent sin 1 NA
396 489.12 wind 5 14400 < th dose independent sin 17 NA
408 489.15 wind 5 14400 > th dose independent sin 17 NA
505 489.38 wind 5 14400 < th dose independent no NA NA
543 489.47 wind 5 14400 > th dose independent no NA NA
620 489.66 wind 3 14400 > th dose dependent sin 17 NA
653 489.72 temperature 30 10 < th dose dependent rect. 17 16
656 489.73 wind 5 14400 > th dose dependent no NA NA
690 489.80 wind 9 14400 < th dose dependent rect. 7 11
720 489.87 wind 9 14400 < th dose dependent rect. 8 8
740 489.90 wind 9 14400 < th dose dependent rect. 10 19
830 490.08 wind 9 14400 < th dose dependent sin 0 NA
872 490.16 wind 5 14400 > th dose dependent rect. 17 23
874 490.17 wind 9 14400 < th dose dependent rect. 4 14