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Os08g0123300

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 : 8.76 (0.0207) R2 : 0.444
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.726 (0.0543) R2dC : 0.219 R2C : 0.165
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.581 (0.0436) R2dN8 : 0.279 R2N8 : 0.225
σ : 0.391
deviance : 69.89
__
_____
C
peak time of C : 18.4
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
47.96 0.325 8.74 -0.232 0.986 -1.09 0.234 0.318 -0.464 18.8 5.961 604 -- --
48.02 0.323 8.75 -0.278 0.991 -1.08 0.327 -- -0.479 18.8 14.7 589 -- --
48.06 0.323 8.74 -0.212 0.988 -1.08 -- 0.476 -0.457 18.7 4.405 592 -- --
48.22 0.323 8.75 -0.297 0.997 -1.07 -- -- -0.482 18.7 14.7 573 -- --
74.22 0.401 8.72 -0.245 -- -0.924 -- 0.157 -0.48 -- 1.978 1326 -- --
61.94 0.369 8.78 -0.549 0.719 -- -0.0077 -- -0.642 18.5 -- -- -- --
61.94 0.369 8.78 -0.549 0.718 -- -- -- -0.642 18.5 -- -- -- --
74.24 0.401 8.73 -0.279 -- -0.922 -- -- -0.489 -- 5.847 1331 -- --
50.25 0.33 8.74 -- 1.02 -1.19 -- -- -0.429 18.7 14.7 588 -- --
88.78 0.44 8.76 -0.568 -- -- -- -- -0.657 -- -- -- -- --
69.89 0.391 8.76 -- 0.726 -- -- -- -0.581 18.4 -- -- -- --
76.01 0.406 8.72 -- -- -1.04 -- -- -0.44 -- 11.28 1338 -- --
97.27 0.46 8.75 -- -- -- -- -- -0.594 -- -- -- -- --

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 40.40 temperature 15.0 90 > th dose dependent rect. 4 17
7 41.78 temperature 10.0 270 > th dose dependent rect. 2 19
58 43.92 temperature 10.0 720 > th dose dependent rect. 19 20
62 43.98 temperature 30.0 270 < th dose independent rect. 7 18
65 44.10 temperature 30.0 270 < th dose independent rect. 6 21
106 45.01 temperature 30.0 90 < th dose dependent rect. 7 21
115 45.15 temperature 30.0 270 < th dose independent rect. 7 9
116 45.17 temperature 30.0 30 < th dose dependent rect. 9 19
160 45.62 temperature 10.0 720 > th dose dependent rect. 23 16
162 45.64 temperature 10.0 270 > th dose dependent rect. 2 5
170 45.67 temperature 30.0 270 < th dose dependent rect. 7 8
189 45.83 temperature 10.0 270 > th dose dependent rect. 3 3
220 46.10 temperature 30.0 720 < th dose dependent rect. 22 16
226 46.13 temperature 10.0 720 > th dose dependent sin 6 NA
247 46.21 radiation 1.0 270 < th dose dependent rect. 5 22
250 46.23 temperature 10.0 720 > th dose dependent rect. 10 21
251 46.24 temperature 30.0 720 < th dose dependent rect. 7 2
271 46.33 temperature 10.0 720 > th dose dependent rect. 12 19
281 46.41 temperature 30.0 720 < th dose dependent sin 5 NA
390 46.90 radiation 1.0 270 < th dose independent rect. 5 22
395 46.91 radiation 10.0 270 < th dose dependent rect. 8 18
426 47.02 humidity 50.0 270 > th dose independent rect. 7 18
429 47.02 temperature 10.0 270 > th dose dependent rect. 11 11
445 47.08 humidity 50.0 270 > th dose independent rect. 6 21
487 47.23 temperature 20.0 270 > th dose independent rect. 3 15
494 47.26 temperature 30.0 10 < th dose dependent rect. 8 8
501 47.28 temperature 10.0 10 > th dose dependent rect. 3 23
518 47.34 temperature 30.0 270 < th dose independent rect. 15 11
544 47.40 temperature 30.0 720 < th dose independent rect. 15 4
552 47.41 humidity 70.0 270 > th dose independent rect. 16 10
555 47.42 radiation 1.0 30 < th dose independent sin 12 NA
588 47.51 precipitation 0.1 270 < th dose independent rect. 2 5
590 47.51 precipitation 0.1 270 < th dose dependent rect. 2 5
603 47.55 humidity 50.0 270 > th dose dependent rect. 2 5
619 47.58 temperature 30.0 270 < th dose independent rect. 17 10
628 47.60 temperature 30.0 720 < th dose independent rect. 22 21
639 47.62 temperature 30.0 720 < th dose independent rect. 24 19
656 47.65 radiation 20.0 270 < th dose independent rect. 2 5
666 47.67 radiation 10.0 270 < th dose independent rect. 3 3
671 47.68 humidity 50.0 90 > th dose dependent rect. 9 18
674 47.69 wind 7.0 270 < th dose independent rect. 2 5
679 47.69 temperature 30.0 270 < th dose dependent rect. 7 14
687 47.72 humidity 70.0 270 > th dose independent rect. 2 5
694 47.73 precipitation 0.1 270 < th dose independent rect. 3 3
696 47.73 precipitation 0.1 270 < th dose dependent rect. 3 3
703 47.74 wind 9.0 270 < th dose dependent rect. 2 5
704 47.74 temperature 30.0 720 < th dose dependent rect. 1 9
714 47.76 humidity 80.0 270 > th dose independent rect. 3 3
715 47.76 atmosphere 995.0 270 > th dose independent rect. 7 19
737 47.80 temperature 10.0 270 > th dose independent rect. 2 5
739 47.80 temperature 30.0 270 < th dose independent rect. 2 5
740 47.80 humidity 50.0 270 > th dose independent rect. 2 5
742 47.80 atmosphere 995.0 270 > th dose independent rect. 2 5
743 47.80 atmosphere 1015.0 270 < th dose independent rect. 2 5
745 47.80 temperature 10.0 270 > th dose independent rect. 7 19
781 47.88 radiation 40.0 270 < th dose dependent rect. 2 5
801 47.92 humidity 50.0 270 > th dose dependent rect. 3 3
803 47.92 radiation 10.0 270 < th dose dependent rect. 15 12
830 47.98 wind 7.0 270 < th dose independent rect. 3 3
841 48.00 radiation 1.0 30 < th dose dependent sin 12 NA
846 48.00 humidity 50.0 270 > th dose dependent rect. 7 19
854 48.02 radiation 10.0 270 < th dose dependent rect. 13 13
873 48.05 atmosphere 1010.0 270 < th dose independent rect. 3 3
897 48.10 temperature 10.0 270 > th dose independent rect. 3 3
899 48.10 temperature 30.0 270 < th dose independent rect. 3 3
900 48.10 humidity 50.0 270 > th dose independent rect. 3 3
903 48.10 atmosphere 995.0 270 > th dose independent rect. 3 3
909 48.10 temperature 10.0 270 > th dose independent rect. 6 21
911 48.10 radiation 30.0 270 < th dose dependent rect. 3 3
926 48.12 humidity 50.0 270 > th dose dependent rect. 7 8
947 48.16 wind 9.0 270 < th dose dependent rect. 3 3
952 48.17 temperature 10.0 720 > th dose dependent no NA NA