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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.

Os02g0521100

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

Description : Non-protein coding transcript, unclassifiable transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.46 (0.0492) R2 : 0.159
β1 : -0.9 (0.247) R2dD : 0.059 R2D : -0.0739
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.64 (0.204) R2dE : 0.186 R2E : -0.0063
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 5.46 (0.748) R2dD*E : 0.286 R2D*E : -0.147
γ1 : -0.0355 (0.11) R2dN8 : 0.00034 R2N8 : -0.00826
σ : 0.828
deviance : 315.96
__
_____
C
peak time of C : --
E
wheather : radiation
threshold : 1.176
memory length : 12736
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
312.35 0.83 3.47 -0.929 0.267 1.63 -0.308 5.38 -0.0356 3.37 1.2 12806 -- --
347.75 0.869 3.41 -0.0363 0.259 1.09 -0.638 -- 0.196 3.55 3.684 12594 -- --
312.16 0.823 3.46 -0.914 0.26 1.71 -- 5.55 -0.0235 3.19 1.18 12743 -- --
347.31 0.868 3.41 0.0517 0.139 0.979 -- -- 0.159 3.01 3.67 12522 -- --
315.96 0.828 3.46 -0.9 -- 1.64 -- 5.46 -0.0355 -- 1.176 12736 -- --
372.11 0.904 3.38 -0.00246 0.223 -- 0.369 -- -0.0689 7.49 -- -- -- --
372.18 0.903 3.38 0.00328 0.239 -- -- -- -0.0712 6.35 -- -- -- --
346.7 0.867 3.34 -0.0145 -- 0.974 -- -- 0.158 -- 3.688 12308 -- --
344.68 0.865 3.33 -- 0.187 1.01 -- -- 0.237 1.78 3.69 12641 -- --
375.15 0.905 3.39 0.00957 -- -- -- -- -0.066 -- -- -- -- --
372.18 0.902 3.38 -- 0.239 -- -- -- -0.0715 6.35 -- -- -- --
346.17 0.867 3.33 -- -- 1.04 -- -- 0.232 -- 3.69 12484 -- --
375.15 0.904 3.39 -- -- -- -- -- -0.0671 -- -- -- -- --

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
1 305.25 temperature 20 14400 < th dose dependent rect. 2 1
3 305.38 temperature 20 14400 < th dose dependent rect. 24 5
59 306.68 temperature 20 14400 < th dose dependent sin 8 NA
74 306.80 radiation 1 4320 > th dose independent rect. 18 11
219 308.34 temperature 20 14400 < th dose independent rect. 5 2
228 308.42 temperature 20 14400 < th dose independent rect. 3 4
260 308.64 temperature 20 14400 > th dose independent rect. 3 4
265 308.70 radiation 1 4320 > th dose independent rect. 18 1
278 308.73 temperature 20 14400 > th dose independent rect. 5 2
289 308.79 temperature 20 14400 > th dose independent rect. 3 1
301 308.90 temperature 20 14400 < th dose dependent no NA NA
346 309.67 temperature 20 14400 < th dose dependent rect. 4 23
371 310.22 radiation 1 14400 < th dose independent rect. 18 11
447 311.18 radiation 1 14400 < th dose independent rect. 18 4
470 311.39 temperature 20 14400 < th dose independent rect. 24 14
525 311.83 temperature 20 14400 < th dose independent sin 5 NA
578 312.21 temperature 20 14400 > th dose independent sin 5 NA
588 312.30 radiation 1 14400 < th dose dependent rect. 7 22
593 312.34 radiation 1 14400 < th dose dependent rect. 7 12
622 312.47 radiation 30 14400 > th dose independent rect. 15 2
638 312.47 radiation 1 14400 < th dose dependent rect. 15 14
676 312.72 radiation 1 14400 < th dose dependent rect. 15 5
677 312.72 radiation 1 14400 < th dose dependent rect. 15 8
686 312.76 radiation 1 14400 < th dose dependent rect. 9 20
699 312.83 radiation 1 14400 < th dose dependent sin 19 NA
721 312.91 radiation 1 14400 < th dose dependent rect. 9 10
754 313.01 radiation 1 14400 > th dose independent rect. 7 12
792 313.08 radiation 1 14400 < th dose independent rect. 7 14
798 313.09 radiation 1 14400 < th dose independent rect. 7 12
812 313.12 radiation 1 14400 < th dose independent rect. 7 21
873 313.71 radiation 1 14400 < th dose dependent rect. 16 19
913 313.86 radiation 1 14400 < th dose dependent rect. 4 19
916 313.87 radiation 1 14400 < th dose dependent rect. 4 15
947 313.92 radiation 1 14400 < th dose independent rect. 16 13
960 313.94 radiation 1 14400 < th dose dependent no NA NA
980 313.99 radiation 1 14400 < th dose independent rect. 16 5
983 314.00 radiation 1 14400 < th dose independent rect. 16 3
990 314.02 radiation 1 14400 < th dose dependent rect. 9 23
992 314.04 temperature 10 14400 > th dose dependent rect. 5 1