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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.

Os02g0662300

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.87 (0.0064) R2 : 0.0019
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0125 (0.0135) R2dN8 : 0.00245 R2N8 : 0.0019
σ : 0.12
deviance : 6.66
__
_____
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 = humidity, 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
6.11 0.116 2.87 0.00937 0.0668 -0.0319 0.201 0.517 -0.00686 12.9 61 357 -- --
6.26 0.116 2.87 0.0312 0.0693 0.0504 0.142 -- -0.0112 12.8 52.36 356 -- --
6.26 0.116 2.87 0.019 0.0681 -0.0186 -- 0.435 -0.00788 13.5 62 416 -- --
6.32 0.117 2.87 0.0254 0.0897 0.0473 -- -- -0.013 13.4 68.97 173 -- --
6.53 0.119 2.87 0.0131 -- -0.0242 -- 0.369 -0.00865 -- 65 499 -- --
6.3 0.118 2.87 0.0197 0.0626 -- 0.159 -- -0.00969 12.2 -- -- -- --
6.39 0.118 2.87 0.0263 0.0638 -- -- -- -0.00863 13.1 -- -- -- --
6.52 0.119 2.87 0.0252 -- -0.0345 -- -- -0.00975 -- 82.99 119 -- --
6.3 0.117 2.88 -- 0.0946 0.0445 -- -- -0.0215 13.4 68 103 -- --
6.65 0.12 2.87 0.0239 -- -- -- -- -0.00988 -- -- -- -- --
6.41 0.118 2.87 -- 0.0634 -- -- -- -0.0116 13.1 -- -- -- --
6.51 0.119 2.87 -- -- -0.0362 -- -- -0.013 -- 79 63 -- --
6.66 0.12 2.87 -- -- -- -- -- -0.0125 -- -- -- -- --

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 5.17 wind 9 10 > th dose independent rect. 18 1
4 5.17 wind 9 10 > th dose dependent rect. 18 1
7 5.19 radiation 1 10 > th dose dependent rect. 18 1
204 5.54 radiation 1 10 > th dose independent rect. 18 1
230 5.63 radiation 20 270 > th dose dependent rect. 16 1
245 5.65 humidity 60 270 < th dose independent rect. 16 4
274 5.66 radiation 40 270 > th dose independent rect. 15 1
323 5.67 humidity 60 270 < th dose independent rect. 16 1
329 5.69 humidity 60 270 > th dose independent sin 13 NA
330 5.70 humidity 60 270 < th dose independent sin 13 NA
344 5.71 humidity 60 270 < th dose dependent rect. 16 1
345 5.71 humidity 60 270 < th dose dependent rect. 16 4
361 5.72 wind 1 270 < th dose dependent rect. 15 1
384 5.76 wind 9 10 > th dose dependent sin 11 NA
405 5.79 wind 1 270 < th dose independent rect. 15 1
420 5.80 atmosphere 1005 90 < th dose independent rect. 17 1
428 5.81 humidity 80 10 < th dose dependent rect. 17 2
472 5.83 atmosphere 1005 90 < th dose dependent rect. 16 1
553 5.86 humidity 80 1440 > th dose dependent rect. 12 1
559 5.87 humidity 80 1440 > th dose independent rect. 12 1
611 5.88 humidity 80 10 < th dose dependent rect. 17 5
615 5.89 wind 9 10 > th dose independent sin 12 NA
637 5.90 wind 9 10 < th dose independent sin 12 NA
639 5.90 humidity 80 1440 < th dose independent rect. 12 1
679 5.92 humidity 70 270 < th dose dependent sin 13 NA
681 5.92 atmosphere 1005 270 < th dose dependent rect. 14 3
690 5.93 humidity 80 10 < th dose independent rect. 12 1
744 5.94 radiation 20 270 < th dose independent sin 13 NA
745 5.94 temperature 20 10 > th dose independent rect. 12 1
767 5.94 atmosphere 1005 270 < th dose dependent rect. 14 1
807 5.95 wind 3 270 < th dose independent rect. 13 3
811 5.95 wind 9 14400 < th dose independent rect. 5 5
860 5.96 wind 7 10 < th dose independent rect. 12 1
864 5.96 temperature 20 270 > th dose independent rect. 9 4
885 5.97 radiation 30 30 < th dose independent rect. 12 1
896 5.97 temperature 20 90 > th dose independent rect. 9 7
921 5.97 wind 7 14400 > th dose dependent rect. 3 8
935 5.98 wind 3 43200 > th dose independent rect. 2 1
936 5.98 wind 3 4320 > th dose independent rect. 4 1
938 5.98 humidity 80 30 < th dose independent rect. 17 1
940 5.98 atmosphere 1000 10 > th dose independent rect. 12 1
942 5.98 humidity 80 90 < th dose independent rect. 11 2
947 5.98 wind 3 43200 > th dose independent rect. 23 4
953 5.98 humidity 90 90 < th dose independent rect. 9 7
965 5.98 wind 9 14400 > th dose independent rect. 23 12