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Os05g0435500

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.53 (0.025) R2 : 0.33
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.867 (0.0651) R2dC : 0.261 R2C : 0.249
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.345 (0.0527) R2dN8 : 0.0814 R2N8 : 0.0693
σ : 0.472
deviance : 101.83
__
_____
C
peak time of C : 4.93
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 = temperature, 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
74.53 0.406 8.39 0.772 0.832 -0.738 0.416 3.84 0.719 4.77 21.1 1698 -- --
82.91 0.424 8.46 0.232 0.897 -1 0.396 -- 0.689 4.58 14.83 18353 -- --
74.87 0.403 8.39 0.8 0.839 -0.754 -- 3.93 0.721 4.81 21.6 1654 -- --
82.19 0.422 8.47 0.138 0.883 -0.909 -- -- 0.625 4.78 11.46 19670 -- --
101.13 0.471 8.48 0.051 -- -1.23 -- 2.32 0.579 -- 22.23 1804 -- --
93.67 0.454 8.55 -0.546 0.874 -- 0.323 -- 0.286 4.89 -- -- -- --
93.94 0.454 8.55 -0.547 0.876 -- -- -- 0.284 4.91 -- -- -- --
105.5 0.48 8.52 -0.317 -- -1.08 -- -- 0.468 -- 22.23 1804 -- --
82.47 0.423 8.48 -- 0.89 -0.803 -- -- 0.573 4.79 10.32 19634 -- --
134.41 0.542 8.56 -0.515 -- -- -- -- 0.307 -- -- -- -- --
101.83 0.472 8.53 -- 0.867 -- -- -- 0.345 4.93 -- -- -- --
93.93 0.451 8.52 -- -- -1.31 -- -- 0.459 -- 24.5 229 -- --
141.41 0.555 8.54 -- -- -- -- -- 0.364 -- -- -- -- --

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 68.34 temperature 20 720 > th dose dependent rect. 2 6
2 68.38 temperature 20 720 > th dose dependent rect. 4 4
3 68.46 temperature 20 720 > th dose dependent rect. 22 11
4 68.56 temperature 20 720 > th dose dependent sin 8 NA
7 68.63 temperature 20 720 > th dose dependent rect. 21 13
30 69.79 temperature 20 720 > th dose independent rect. 4 3
36 70.09 radiation 1 14400 > th dose independent rect. 18 1
46 70.16 temperature 20 1440 > th dose independent rect. 4 1
47 70.16 temperature 20 1440 < th dose independent rect. 4 1
50 70.22 temperature 20 1440 > th dose dependent rect. 18 12
66 70.48 temperature 20 720 > th dose dependent rect. 21 17
75 70.64 temperature 20 1440 > th dose dependent rect. 21 1
115 71.07 temperature 20 1440 > th dose dependent rect. 18 6
144 71.31 temperature 20 1440 > th dose dependent sin 12 NA
196 71.80 radiation 1 14400 < th dose independent rect. 18 12
202 71.94 radiation 1 14400 < th dose independent rect. 18 6
203 71.94 radiation 1 14400 < th dose independent rect. 18 8
208 71.96 radiation 1 14400 < th dose independent rect. 18 3
258 72.57 radiation 1 14400 < th dose dependent rect. 5 1
263 72.64 humidity 90 43200 > th dose independent rect. 22 1
290 73.01 radiation 1 14400 < th dose dependent rect. 19 11
293 73.03 humidity 90 43200 < th dose independent rect. 18 5
294 73.03 radiation 1 14400 < th dose dependent rect. 23 7
299 73.04 radiation 1 14400 < th dose dependent rect. 1 5
303 73.05 wind 3 43200 < th dose dependent rect. 11 1
312 73.13 humidity 90 43200 < th dose independent rect. 18 3
314 73.14 radiation 1 14400 < th dose dependent rect. 18 8
326 73.18 radiation 1 14400 < th dose dependent rect. 18 4
335 73.19 radiation 1 14400 < th dose dependent rect. 18 2
373 73.41 humidity 90 43200 < th dose independent rect. 22 1
380 73.47 humidity 90 43200 < th dose independent rect. 14 9
381 73.47 humidity 90 43200 < th dose independent rect. 5 20
383 73.47 humidity 80 43200 > th dose dependent rect. 18 1
385 73.47 humidity 90 43200 > th dose dependent rect. 5 2
388 73.48 humidity 90 43200 < th dose independent rect. 13 11
400 73.54 humidity 90 43200 > th dose independent rect. 19 4
407 73.57 humidity 90 43200 < th dose independent rect. 11 14
423 73.64 humidity 90 43200 > th dose independent rect. 5 21
450 73.74 humidity 90 43200 < th dose independent sin 18 NA
457 73.75 wind 3 43200 > th dose independent rect. 11 3
467 73.76 radiation 1 14400 < th dose independent rect. 5 1
468 73.76 temperature 25 1440 < th dose independent rect. 17 5
472 73.77 radiation 1 14400 > th dose independent rect. 5 1
473 73.77 humidity 90 14400 > th dose independent rect. 18 10
484 73.81 humidity 80 43200 < th dose independent rect. 12 7
511 73.88 humidity 90 43200 > th dose independent rect. 9 16
515 73.89 wind 3 43200 > th dose independent rect. 12 1
516 73.89 humidity 90 43200 > th dose independent rect. 11 14
520 73.90 humidity 90 43200 > th dose independent rect. 8 18
527 73.93 humidity 80 43200 > th dose independent rect. 12 7
540 73.96 wind 1 43200 > th dose independent rect. 23 3
568 74.06 humidity 80 14400 > th dose independent rect. 14 1
569 74.06 wind 3 43200 < th dose independent rect. 11 2
576 74.06 humidity 90 43200 > th dose dependent rect. 3 13
651 74.16 radiation 1 43200 < th dose dependent rect. 17 16
669 74.17 humidity 90 43200 > th dose dependent rect. 4 8
671 74.18 wind 1 43200 > th dose independent rect. 19 1
673 74.18 humidity 90 43200 > th dose independent rect. 15 9
674 74.18 humidity 90 43200 > th dose dependent sin 2 NA
684 74.19 radiation 1 43200 < th dose independent rect. 17 18
702 74.20 radiation 1 43200 < th dose dependent rect. 5 4
709 74.20 radiation 1 43200 < th dose dependent rect. 17 18
723 74.22 radiation 1 43200 < th dose independent rect. 17 16
727 74.23 temperature 25 1440 > th dose independent rect. 17 5
729 74.23 humidity 80 43200 > th dose independent rect. 10 9
740 74.24 radiation 1 43200 < th dose dependent sin 10 NA
776 74.28 radiation 1 43200 > th dose independent rect. 17 18
788 74.29 radiation 1 43200 > th dose independent rect. 5 6
795 74.30 radiation 1 43200 < th dose independent rect. 5 6
824 74.34 humidity 90 43200 > th dose independent sin 18 NA
826 74.34 radiation 1 43200 > th dose independent rect. 5 9
827 74.34 radiation 1 43200 < th dose independent rect. 5 9
840 74.36 radiation 1 43200 > th dose independent rect. 5 4
847 74.36 humidity 70 43200 > th dose dependent rect. 13 1
852 74.36 humidity 90 43200 > th dose dependent rect. 5 21
854 74.37 radiation 1 43200 < th dose independent rect. 5 4
858 74.37 radiation 1 43200 > th dose independent rect. 17 16
914 74.40 radiation 1 43200 < th dose dependent rect. 5 9
923 74.41 atmosphere 1005 14400 > th dose dependent rect. 9 1