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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.

Os10g0425400

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

Description : TRAF-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.85 (0.0616) R2 : 0.482
β1 : -3.28 (0.222) R2dD : 0.391 R2D : 0.177
β2 : -- (--) R2dC : -- R2C : --
β3 : 8.91 (0.678) R2dE : 1.32 R2E : -0.407
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 22.6 (2.03) R2dD*E : 1.17 R2D*E : -1.82
γ1 : -0.239 (0.112) R2dN8 : 0.00768 R2N8 : -0.0849
σ : 0.923
deviance : 393.08
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_____
C
peak time of C : --
E
wheather : radiation
threshold : 0.1871
memory length : 1414
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 17.6
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 = sin)

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
378.77 0.914 4.83 -3.21 2.6e-05 8.19 -2.64 20.6 -0.255 5.8 0.1753 1396 17.3 --
442.02 0.979 4.41 -2.24 0.195 2.71 -2.37 -- 0.123 5.44 3.18 1400 19.3 --
391.41 0.921 4.82 -3.18 0.198 8.94 -- 22.2 -0.2 8.59 0.1893 1417 17.7 --
447.57 0.985 4.39 -2.39 0.218 2.57 -- -- 0.164 11.6 3.666 1402 17.7 --
393.08 0.923 4.85 -3.28 -- 8.91 -- 22.6 -0.239 -- 0.1871 1414 17.6 --
517.95 1.07 4.52 -2.93 0.00465 -- 2.49 -- -0.305 16.8 -- -- -- --
527.35 1.08 4.5 -2.91 0.332 -- -- -- -0.291 10.8 -- -- -- --
449.16 0.987 4.43 -2.54 -- 2.58 -- -- 0.0642 -- 3.612 1360 15.9 --
461.92 1 4.4 -- 0.248 2.59 -- -- 0.538 14.4 0.009999 46809 17.6 --
534.17 1.08 4.51 -2.92 -- -- -- -- -0.293 -- -- -- -- --
750.69 1.28 4.43 -- 0.358 -- -- -- 0.0336 11.4 -- -- -- --
462.86 1 4.4 -- -- 2.52 -- -- 0.56 -- 8.194e-08 46798 18.8 --
758.74 1.29 4.44 -- -- -- -- -- 0.031 -- -- -- -- --

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
1 393.63 temperature 25 14400 > th dose dependent rect. 11 2
65 397.23 temperature 25 14400 > th dose dependent sin 0 NA
91 397.43 temperature 25 14400 > th dose independent rect. 8 1
92 397.44 atmosphere 1005 43200 < th dose independent rect. 18 1
101 397.57 radiation 1 1440 < th dose dependent rect. 5 12
228 398.70 temperature 25 14400 < th dose independent rect. 7 2
244 398.78 radiation 1 1440 < th dose dependent rect. 22 19
246 398.79 temperature 10 14400 > th dose dependent rect. 15 1
249 398.80 temperature 10 14400 > th dose dependent rect. 2 15
305 399.03 temperature 25 14400 > th dose dependent no NA NA
314 399.10 temperature 15 14400 > th dose dependent rect. 12 5
378 399.34 atmosphere 1005 43200 > th dose independent rect. 18 1
379 399.34 temperature 10 14400 > th dose dependent sin 2 NA
705 400.22 temperature 10 14400 > th dose dependent rect. 9 22
721 400.26 temperature 10 14400 > th dose dependent rect. 4 23
737 400.30 temperature 10 14400 > th dose dependent no NA NA
819 400.43 temperature 10 14400 > th dose dependent rect. 10 17
842 400.45 temperature 30 14400 < th dose dependent rect. 24 17
916 400.58 temperature 30 14400 < th dose independent rect. 12 4