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Os04g0691100

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

Description : Serine/threonine-protein kinase SAPK5 (EC 2.7.1.37) (Osmotic stress/abscisic acid-activated protein kinase 5).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.7 (0.014) R2 : 0.699
β1 : 1.16 (0.0512) R2dD : 0.354 R2D : 0.226
β2 : 0.774 (0.0365) R2dC : 0.299 R2C : 0.234
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.448 (0.0299) R2dN8 : 0.199 R2N8 : 0.054
σ : 0.263
deviance : 31.52
__
_____
C
peak time of C : 18.3
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
27.45 0.246 12.7 1.14 0.8 -0.519 -0.571 0.0406 0.452 17.5 23.78 49 -- --
27.46 0.244 12.7 1.15 0.8 -0.521 -0.568 -- 0.453 17.5 23.55 48 -- --
28.21 0.249 12.7 1.16 0.788 -0.427 -- 0.225 0.444 17.8 25.03 48 -- --
28.21 0.247 12.7 1.15 0.795 -0.488 -- -- 0.45 17.7 23.98 48 -- --
59.83 0.362 12.7 1.12 -- -0.408 -- 0.43 0.421 -- 38.87 48 -- --
31.19 0.262 12.7 1.16 0.776 -- -0.374 -- 0.449 18.3 -- -- -- --
31.52 0.263 12.7 1.16 0.774 -- -- -- 0.448 18.3 -- -- -- --
60.01 0.362 12.7 1.13 -- -0.432 -- -- 0.422 -- 38.77 48 -- --
60.38 0.362 12.8 -- 0.729 -0.826 -- -- 0.32 18.1 54.12 85 -- --
62.66 0.37 12.7 1.14 -- -- -- -- 0.431 -- -- -- -- --
67.22 0.384 12.8 -- 0.759 -- -- -- 0.318 18.4 -- -- -- --
90.11 0.442 12.8 -- -- -1.06 -- -- 0.27 -- 55.37 85 -- --
97.15 0.46 12.8 -- -- -- -- -- 0.304 -- -- -- -- --

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 23.83 radiation 40.0 90 < th dose independent rect. 5 10
5 24.25 radiation 40.0 90 < th dose dependent rect. 5 21
8 24.39 radiation 40.0 30 < th dose independent rect. 5 21
10 24.43 radiation 40.0 270 < th dose dependent rect. 4 10
41 24.81 humidity 50.0 90 > th dose dependent rect. 5 10
64 25.05 humidity 60.0 90 > th dose independent rect. 5 10
69 25.11 temperature 20.0 720 > th dose independent rect. 5 1
87 25.23 radiation 10.0 720 < th dose independent rect. 21 10
91 25.27 temperature 10.0 720 > th dose dependent rect. 4 4
112 25.40 temperature 20.0 720 > th dose independent rect. 4 3
168 25.64 radiation 30.0 270 < th dose independent rect. 3 21
209 25.79 radiation 10.0 720 < th dose independent rect. 5 2
216 25.80 radiation 20.0 720 < th dose dependent rect. 21 10
251 25.94 temperature 15.0 720 > th dose dependent rect. 5 1
280 26.02 radiation 40.0 720 < th dose independent rect. 18 15
289 26.04 radiation 40.0 270 < th dose dependent rect. 3 21
302 26.10 radiation 30.0 90 < th dose independent rect. 21 14
370 26.24 humidity 60.0 90 > th dose independent rect. 5 20
414 26.31 radiation 30.0 270 < th dose independent sin 4 NA
430 26.32 humidity 50.0 90 > th dose dependent rect. 5 20
459 26.39 radiation 40.0 270 < th dose independent rect. 11 13
477 26.43 radiation 10.0 720 < th dose dependent rect. 5 2
531 26.53 radiation 40.0 10 < th dose dependent rect. 10 16
563 26.57 radiation 30.0 720 < th dose dependent rect. 5 3
582 26.61 radiation 20.0 90 < th dose independent rect. 11 14
597 26.63 radiation 20.0 10 > th dose dependent rect. 13 23
602 26.65 wind 9.0 4320 < th dose independent rect. 3 3
606 26.66 radiation 40.0 10 < th dose independent sin 0 NA
626 26.68 radiation 40.0 90 < th dose dependent rect. 11 14
650 26.71 radiation 30.0 10 < th dose independent rect. 23 15
658 26.72 humidity 60.0 90 > th dose independent rect. 5 6
667 26.74 radiation 30.0 1440 < th dose independent rect. 11 1
699 26.77 humidity 60.0 90 > th dose independent rect. 5 14
722 26.79 atmosphere 1000.0 90 > th dose independent rect. 5 20
754 26.83 radiation 20.0 720 > th dose independent rect. 11 1
795 26.86 radiation 40.0 10 > th dose independent rect. 13 23
858 26.93 radiation 40.0 1440 < th dose dependent rect. 11 1
868 26.94 radiation 30.0 10 < th dose independent rect. 23 13
877 26.95 wind 5.0 90 < th dose independent rect. 1 4
889 26.96 radiation 20.0 1440 < th dose independent rect. 6 6
908 26.97 radiation 20.0 1440 < th dose independent rect. 24 12
912 26.97 radiation 20.0 1440 < th dose independent rect. 18 18
927 26.98 radiation 30.0 10 < th dose independent rect. 21 17
950 27.00 precipitation 0.1 270 < th dose independent rect. 24 13
957 27.00 temperature 10.0 720 > th dose dependent rect. 23 9
960 27.00 precipitation 0.1 270 < th dose dependent rect. 24 13
963 27.01 wind 9.0 270 < th dose independent rect. 24 13
972 27.02 temperature 15.0 270 > th dose independent rect. 24 13
975 27.02 atmosphere 1000.0 270 > th dose dependent rect. 24 3