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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.

Os06g0170500

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

Description : Similar to RNA-binding protein-like.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.6 (0.0181) R2 : 0.993
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -9.78 (0.0382) R2dN8 : 1.28 R2N8 : 0.993
σ : 0.342
deviance : 53.57
__
_____
C
peak time of C : --
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
28.13 0.249 12.6 0.748 0.925 1.29 0.468 0.315 -9.66 19.3 1.431 726 -- --
28.15 0.247 12.6 0.755 0.927 1.3 0.281 -- -9.66 19.4 1.51 735 -- --
27.9 0.246 12.6 0.776 0.902 1.24 -- -0.32 -9.65 20.5 1.968 846 -- --
28.06 0.247 12.6 0.751 0.902 1.25 -- -- -9.66 20.4 1.858 841 -- --
30.12 0.256 12.6 0.741 -- 0.918 -- 0.305 -9.56 -- 2.403 1681 -- --
31.05 0.261 12.6 0.657 0.417 -- 0.205 -- -9.71 1.49 -- -- -- --
31.22 0.262 12.6 0.65 0.417 -- -- -- -9.71 1.52 -- -- -- --
29.32 0.252 12.5 0.765 -- 0.836 -- -- -9.62 -- 2.278 1704 -- --
40.73 0.297 12.6 -- 0.595 0.502 -- -- -9.73 23.8 9.907 1077 -- --
41.86 0.302 12.6 0.666 -- -- -- -- -9.7 -- -- -- -- --
42.34 0.304 12.6 -- 0.428 -- -- -- -9.78 1.57 -- -- -- --
43.59 0.307 12.6 -- -- 0.68 -- -- -9.67 -- 9.392 1740 -- --
53.57 0.342 12.6 -- -- -- -- -- -9.78 -- -- -- -- --

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 26.90 humidity 80 1440 > th dose independent rect. 11 3
3 27.01 humidity 80 1440 < th dose independent rect. 11 3
4 27.01 humidity 80 1440 < th dose independent rect. 8 8
6 27.04 humidity 80 1440 > th dose independent rect. 8 9
7 27.06 humidity 80 1440 > th dose independent rect. 9 7
23 27.14 radiation 10 1440 < th dose dependent rect. 13 4
25 27.15 humidity 70 1440 > th dose dependent rect. 11 3
26 27.15 radiation 10 1440 < th dose dependent rect. 10 7
75 27.27 humidity 80 1440 < th dose independent sin 1 NA
99 27.33 humidity 80 1440 > th dose independent sin 1 NA
101 27.33 radiation 10 1440 > th dose independent rect. 11 1
128 27.37 humidity 80 1440 > th dose independent rect. 13 1
248 27.58 radiation 10 1440 > th dose independent rect. 11 5
257 27.59 radiation 10 1440 < th dose dependent sin 18 NA
272 27.62 radiation 10 1440 < th dose dependent rect. 13 1
282 27.65 radiation 10 1440 > th dose independent rect. 11 3
297 27.67 radiation 10 1440 > th dose independent rect. 10 20
415 27.83 radiation 1 720 > th dose independent rect. 15 15
427 27.84 radiation 1 1440 < th dose independent rect. 11 8
436 27.84 radiation 1 1440 < th dose independent rect. 11 16
489 27.86 radiation 10 1440 > th dose independent sin 19 NA
558 27.89 humidity 80 1440 > th dose independent rect. 15 1
578 27.89 humidity 70 30 > th dose dependent rect. 3 23
651 27.96 radiation 1 1440 < th dose independent sin 18 NA
671 27.96 humidity 80 1440 > th dose dependent rect. 15 1
741 28.00 radiation 1 720 > th dose independent sin 14 NA
743 28.00 radiation 1 1440 < th dose independent rect. 10 1
750 28.00 radiation 1 1440 < th dose dependent rect. 10 1
809 28.03 humidity 90 720 > th dose dependent rect. 20 1
810 28.03 humidity 90 1440 < th dose dependent rect. 11 3
819 28.04 humidity 90 720 > th dose dependent rect. 20 3
832 28.05 humidity 90 1440 < th dose dependent rect. 10 5
866 28.06 radiation 1 720 < th dose dependent rect. 3 23
872 28.07 radiation 1 720 < th dose independent rect. 3 16
908 28.08 radiation 1 720 < th dose dependent rect. 3 16
924 28.09 humidity 70 1440 > th dose dependent sin 22 NA
938 28.09 radiation 1 720 < th dose dependent rect. 7 23
992 28.11 radiation 1 720 < th dose dependent rect. 1 23