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Os05g0129100

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

Description : Aminotransferase class-III family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.1 (0.0158) R2 : 0.8
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.72 (0.0403) R2dC : 0.799 R2C : 0.8
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0316 (0.0332) R2dN8 : 0.000513 R2N8 : 0.000683
σ : 0.298
deviance : 40.47
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C
peak time of C : 16
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 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
25.73 0.238 13.1 -0.139 0.709 -1.48 -1.77 -0.633 -0.101 13.5 1.51 679 -- --
26.08 0.238 13.1 -0.15 0.699 -1.58 -1.64 -- -0.126 12.9 1.576 678 -- --
31.92 0.265 13.1 -0.146 1.67 -0.109 -- 1.11 -0.0554 16.3 1.514 676 -- --
35.92 0.279 13.1 -0.189 1.67 -0.324 -- -- -0.116 15.9 26.99 1742 -- --
49.44 0.327 13.1 -0.332 -- -1.53 -- 3.04 0.111 -- 1.53 500 -- --
36.16 0.282 13.1 -0.123 1.72 -- -1.16 -- -0.0407 15.9 -- -- -- --
39.96 0.296 13.1 -0.14 1.72 -- -- -- -0.0471 16 -- -- -- --
37.75 0.286 13.1 -0.252 -- -1.71 -- -- -0.11 -- 1.52 518 -- --
36.1 0.28 13.1 -- 1.66 -0.379 -- -- -0.101 16 35.75 1746 -- --
200.94 0.662 13.1 -0.21 -- -- -- -- -0.0929 -- -- -- -- --
40.47 0.298 13.1 -- 1.72 -- -- -- -0.0316 16 -- -- -- --
38.7 0.29 13.1 -- -- -1.74 -- -- -0.104 -- 1.518 523 -- --
202.1 0.664 13.1 -- -- -- -- -- -0.0697 -- -- -- -- --

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 22.94 temperature 10 720 > th dose dependent rect. 4 14
2 22.96 temperature 10 720 > th dose dependent rect. 5 19
8 23.14 temperature 10 720 > th dose dependent rect. 6 9
14 23.26 temperature 10 720 > th dose dependent sin 1 NA
59 23.67 temperature 30 270 < th dose dependent rect. 24 21
78 23.76 temperature 30 270 < th dose dependent rect. 1 19
90 23.91 temperature 15 270 > th dose dependent rect. 9 15
96 23.95 temperature 10 270 > th dose dependent rect. 11 14
127 24.17 temperature 25 720 < th dose independent rect. 5 4
130 24.19 temperature 30 720 < th dose independent rect. 9 12
135 24.21 temperature 30 720 < th dose independent rect. 24 13
138 24.22 temperature 30 720 < th dose independent rect. 1 10
142 24.23 temperature 30 720 < th dose independent rect. 19 17
178 24.40 temperature 30 270 < th dose independent rect. 3 16
187 24.43 temperature 10 720 > th dose dependent rect. 11 7
228 24.57 temperature 30 720 < th dose independent sin 5 NA
236 24.59 temperature 30 720 < th dose dependent rect. 24 15
253 24.64 temperature 30 720 < th dose dependent sin 5 NA
269 24.66 temperature 30 720 < th dose independent rect. 9 18
274 24.67 temperature 30 270 < th dose dependent sin 3 NA
389 24.94 temperature 30 720 < th dose dependent rect. 19 17
415 24.98 temperature 30 720 < th dose independent rect. 9 6
420 24.98 radiation 10 720 < th dose dependent rect. 15 16
424 24.99 temperature 30 720 < th dose independent rect. 5 8
425 24.99 temperature 30 720 < th dose independent rect. 9 8
434 25.01 temperature 30 270 < th dose independent sin 2 NA
523 25.13 temperature 20 720 > th dose independent rect. 5 18
528 25.14 humidity 70 270 > th dose independent rect. 15 15
580 25.21 temperature 10 10 > th dose dependent sin 18 NA
680 25.33 temperature 30 270 < th dose independent rect. 16 14
704 25.36 radiation 10 720 < th dose dependent sin 13 NA
750 25.43 temperature 30 720 < th dose independent sin 22 NA
796 25.48 temperature 10 720 > th dose dependent rect. 11 22
815 25.50 radiation 30 720 < th dose dependent sin 12 NA
868 25.56 temperature 30 10 < th dose independent sin 23 NA
907 25.61 radiation 1 720 < th dose independent rect. 23 22
920 25.62 temperature 30 720 < th dose dependent rect. 5 5