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Os07g0680900

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

Description : Similar to Ribosomal protein S6 kinase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.5 (0.0182) R2 : 0.513
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.892 (0.0433) R2dC : 0.454 R2C : 0.438
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.282 (0.0382) R2dN8 : 0.075 R2N8 : 0.059
σ : 0.343
deviance : 53.61
__
_____
C
peak time of C : 23.3
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
40.91 0.301 11.5 -0.425 0.274 0.668 -0.351 -0.0998 0.283 20.4 13.21 62 -- --
40.93 0.298 11.5 -0.425 0.279 0.654 -0.437 -- 0.283 20.7 13.07 62 -- --
41.12 0.299 11.5 -0.416 0.25 0.707 -- -0.255 0.284 19.8 12.61 62 -- --
41.52 0.3 11.5 -0.416 0.264 0.683 -- -- 0.283 20.1 12.45 62 -- --
43.56 0.307 11.5 -0.418 -- 0.772 -- -0.285 0.294 -- 11.82 50 -- --
48.5 0.326 11.5 -0.432 0.895 -- -0.343 -- 0.234 23.3 -- -- -- --
49 0.328 11.5 -0.418 0.896 -- -- -- 0.235 23.4 -- -- -- --
43.93 0.309 11.5 -0.427 -- 0.769 -- -- 0.29 -- 11.58 46 -- --
46.01 0.316 11.5 -- 0.269 0.682 -- -- 0.323 20.2 13.76 62 -- --
99.31 0.466 11.5 -0.395 -- -- -- -- 0.244 -- -- -- -- --
53.61 0.343 11.5 -- 0.892 -- -- -- 0.282 23.3 -- -- -- --
48.49 0.324 11.5 -- -- 0.769 -- -- 0.33 -- 13.03 27 -- --
103.43 0.475 11.5 -- -- -- -- -- 0.288 -- -- -- -- --

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 39.34 radiation 1.0 30 < th dose independent rect. 5 14
4 40.08 radiation 1.0 30 < th dose dependent rect. 5 14
5 40.09 radiation 10.0 90 < th dose dependent rect. 11 8
11 40.30 radiation 10.0 90 < th dose dependent rect. 21 23
12 40.37 radiation 10.0 90 < th dose dependent rect. 7 12
13 40.39 radiation 1.0 30 < th dose independent rect. 11 8
20 40.50 radiation 1.0 30 < th dose independent rect. 13 6
36 40.88 radiation 1.0 30 > th dose independent sin 23 NA
37 40.88 radiation 1.0 30 < th dose independent rect. 15 4
47 40.92 radiation 1.0 30 < th dose independent sin 23 NA
75 41.37 radiation 1.0 30 < th dose dependent rect. 15 4
91 41.53 temperature 30.0 10 < th dose dependent rect. 12 8
100 41.62 radiation 10.0 30 < th dose dependent sin 23 NA
138 41.85 radiation 20.0 30 < th dose dependent rect. 10 23
161 41.96 radiation 10.0 30 < th dose dependent no NA NA
164 41.97 radiation 10.0 30 < th dose dependent rect. 13 23
165 41.97 radiation 10.0 30 < th dose dependent rect. 15 23
171 42.02 humidity 70.0 90 > th dose independent rect. 17 2
172 42.02 radiation 10.0 90 < th dose independent rect. 21 23
188 42.10 humidity 70.0 90 > th dose independent rect. 13 7
193 42.12 radiation 10.0 30 < th dose dependent rect. 17 23
198 42.16 humidity 70.0 10 > th dose dependent rect. 12 8
203 42.18 temperature 25.0 30 > th dose dependent rect. 19 23
205 42.20 temperature 30.0 90 < th dose dependent rect. 17 2
219 42.28 temperature 30.0 90 < th dose independent rect. 17 2
258 42.41 temperature 25.0 30 < th dose independent rect. 13 7
273 42.45 humidity 50.0 90 > th dose dependent rect. 17 2
280 42.47 radiation 10.0 30 < th dose dependent rect. 7 23
295 42.53 radiation 10.0 90 > th dose independent no NA NA
297 42.53 radiation 10.0 90 > th dose independent rect. 6 12
425 42.65 radiation 10.0 90 < th dose dependent rect. 23 20
428 42.66 temperature 30.0 270 < th dose independent rect. 15 3
432 42.66 radiation 10.0 90 > th dose independent rect. 9 23
492 42.79 temperature 30.0 270 < th dose independent rect. 1 17
549 42.89 humidity 70.0 10 > th dose dependent rect. 2 18
557 42.92 humidity 70.0 10 > th dose dependent rect. 5 15
577 42.97 humidity 70.0 10 > th dose dependent rect. 22 22
613 43.05 radiation 10.0 90 > th dose independent rect. 11 23
616 43.05 humidity 70.0 10 > th dose dependent rect. 24 20
631 43.07 radiation 10.0 90 < th dose independent rect. 9 23
644 43.09 humidity 90.0 30 < th dose dependent rect. 19 23
659 43.12 temperature 10.0 30 > th dose dependent rect. 19 23
663 43.13 radiation 10.0 90 < th dose independent rect. 11 21
668 43.14 precipitation 0.1 90 < th dose independent rect. 19 23
673 43.14 precipitation 0.1 90 < th dose dependent rect. 19 23
675 43.15 atmosphere 1000.0 90 > th dose dependent rect. 17 2
695 43.19 humidity 70.0 10 > th dose dependent sin 23 NA
716 43.21 temperature 30.0 270 < th dose independent rect. 23 20
736 43.24 radiation 10.0 90 < th dose independent rect. 23 20
748 43.25 wind 9.0 90 < th dose independent rect. 19 23
749 43.25 radiation 10.0 90 < th dose independent rect. 11 23
750 43.25 atmosphere 1005.0 10 > th dose dependent rect. 17 3
771 43.28 radiation 10.0 90 < th dose independent rect. 15 23
782 43.30 radiation 10.0 90 > th dose independent rect. 15 23
792 43.31 atmosphere 1005.0 90 > th dose independent rect. 17 2
815 43.35 radiation 10.0 90 < th dose independent no NA NA
836 43.38 humidity 70.0 10 > th dose dependent rect. 7 13
899 43.46 temperature 25.0 10 > th dose dependent rect. 12 23
902 43.47 radiation 10.0 90 < th dose independent rect. 7 23
907 43.48 radiation 10.0 90 < th dose independent rect. 13 23
929 43.50 wind 3.0 90 > th dose dependent rect. 18 1
930 43.50 humidity 60.0 10 > th dose dependent rect. 16 4
943 43.52 atmosphere 1005.0 270 > th dose independent rect. 15 3
944 43.52 atmosphere 1005.0 270 > th dose independent rect. 14 5
967 43.57 humidity 80.0 30 < th dose independent rect. 7 11