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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.

Os03g0131100

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

Description : Plant regulator RWP-RK domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.7 (0.0214) R2 : 0.62
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.31 (0.0539) R2dC : 0.491 R2C : 0.469
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.534 (0.0451) R2dN8 : 0.151 R2N8 : 0.129
σ : 0.404
deviance : 74.76
__
_____
C
peak time of C : 3.32
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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 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
62.15 0.37 11.7 0.0531 0.917 0.873 0.0588 -0.343 0.591 5.11 40 75 -- --
62.51 0.368 11.7 0.0599 0.917 0.868 -0.0364 -- 0.592 5.1 40 75 -- --
62.15 0.367 11.7 0.0535 0.92 0.871 -- -0.337 0.592 5.11 40 75 -- --
62.51 0.368 11.7 0.0625 0.915 0.876 -- -- 0.591 5.12 40 75 -- --
74.03 0.401 11.7 0.0635 -- 1.3 -- -0.271 0.679 -- 19.96 372 -- --
74.66 0.405 11.7 0.0308 1.31 -- -0.149 -- 0.537 3.32 -- -- -- --
74.73 0.405 11.7 0.0336 1.31 -- -- -- 0.538 3.32 -- -- -- --
73.16 0.398 11.7 0.0261 -- 1.25 -- -- 0.61 -- 10 427 -- --
62.62 0.369 11.7 -- 0.912 0.878 -- -- 0.586 5.13 40 75 -- --
171.05 0.611 11.7 0.089 -- -- -- -- 0.572 -- -- -- -- --
74.76 0.404 11.7 -- 1.31 -- -- -- 0.534 3.32 -- -- -- --
73.15 0.398 11.7 -- -- 1.27 -- -- 0.601 -- 10 427 -- --
171.26 0.611 11.7 -- -- -- -- -- 0.562 -- -- -- -- --

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 56.80 temperature 20 720 < th dose independent rect. 5 2
3 57.70 temperature 25 720 < th dose dependent rect. 5 4
17 58.22 temperature 15 720 > th dose dependent rect. 2 9
18 58.25 temperature 20 720 > th dose independent rect. 2 9
35 58.69 temperature 25 720 < th dose dependent rect. 7 1
76 59.22 temperature 15 720 > th dose dependent rect. 1 5
90 59.38 temperature 25 720 < th dose dependent sin 6 NA
126 59.74 temperature 15 720 > th dose dependent sin 6 NA
198 60.20 radiation 40 90 < th dose dependent rect. 17 20
215 60.29 radiation 40 90 < th dose dependent rect. 17 22
270 60.67 radiation 20 90 < th dose independent rect. 17 20
308 60.87 radiation 20 90 < th dose independent rect. 17 22
322 60.96 temperature 20 720 > th dose independent sin 5 NA
406 61.39 temperature 20 720 < th dose independent sin 5 NA
424 61.46 radiation 1 90 > th dose dependent rect. 11 23
493 61.73 temperature 10 270 > th dose dependent rect. 4 16
609 62.32 radiation 30 270 < th dose independent rect. 2 11
666 62.47 radiation 40 90 < th dose dependent rect. 1 23
689 62.59 radiation 30 90 < th dose dependent no NA NA
702 62.62 radiation 10 90 < th dose independent sin 22 NA
707 62.64 radiation 30 270 < th dose independent rect. 3 17
715 62.67 radiation 20 90 < th dose dependent sin 22 NA
726 62.71 radiation 30 270 < th dose independent rect. 1 21
744 62.77 radiation 30 90 < th dose dependent rect. 13 23
788 62.93 radiation 30 90 < th dose dependent rect. 3 23
799 62.97 radiation 1 90 > th dose dependent rect. 5 13
834 63.01 radiation 1 90 > th dose dependent no NA NA
912 63.06 radiation 30 270 < th dose independent rect. 23 23
955 63.12 radiation 20 90 < th dose independent rect. 3 21