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Os01g0672400

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

Description : Drought induced 19 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.6 (0.0135) R2 : 4.65e-06
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.00131 (0.0284) R2dN8 : 6.01e-06 R2N8 : 4.65e-06
σ : 0.254
deviance : 29.55
__
_____
C
peak time of C : --
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
16.09 0.188 12.5 0.702 0.252 -0.518 0.26 1.03 0.223 11.8 20.85 1584 -- --
16.43 0.189 12.5 0.505 0.252 -0.544 0.24 -- 0.195 12 17.48 7477 -- --
16.35 0.188 12.5 0.711 0.249 -0.508 -- 1.02 0.222 11.5 21.14 1537 -- --
16.46 0.189 12.5 0.592 0.249 -0.624 -- -- 0.213 11.3 14.46 7326 -- --
18.04 0.198 12.5 0.618 -- -0.641 -- 0.777 0.208 -- 20.53 896 -- --
23.57 0.228 12.5 0.224 0.264 -- 0.258 -- 0.0286 11.7 -- -- -- --
23.85 0.229 12.5 0.234 0.263 -- -- -- 0.0294 11.5 -- -- -- --
18.31 0.199 12.5 0.461 -- -0.679 -- -- 0.122 -- 17.1 907 -- --
21.78 0.219 12.5 -- 0.396 -0.575 -- -- 0.0715 12.5 13.17 7098 -- --
28.2 0.248 12.6 0.227 -- -- -- -- 0.0264 -- -- -- -- --
25.29 0.235 12.6 -- 0.261 -- -- -- 0.00332 11.5 -- -- -- --
22.62 0.221 12.5 -- -- -0.475 -- -- 0.0846 -- 19.47 897 -- --
29.55 0.254 12.6 -- -- -- -- -- 0.00131 -- -- -- -- --

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 15.47 temperature 10.0 720 > th dose dependent rect. 23 21
13 15.69 wind 9.0 43200 < th dose independent rect. 19 2
16 15.73 wind 9.0 43200 > th dose dependent rect. 19 2
37 15.87 wind 3.0 43200 > th dose dependent rect. 20 1
43 15.89 wind 9.0 43200 > th dose independent rect. 19 2
50 15.90 temperature 20.0 270 > th dose dependent rect. 15 22
56 15.96 temperature 20.0 1440 > th dose dependent rect. 11 10
68 15.97 temperature 10.0 270 > th dose dependent rect. 15 23
69 15.98 temperature 20.0 1440 > th dose dependent rect. 17 1
76 16.00 temperature 20.0 1440 > th dose dependent sin 20 NA
78 16.00 temperature 30.0 1440 < th dose dependent rect. 17 1
97 16.02 temperature 20.0 1440 > th dose dependent rect. 4 15
244 16.13 temperature 10.0 1440 > th dose dependent rect. 10 9
263 16.13 temperature 10.0 720 > th dose dependent rect. 6 23
326 16.17 precipitation 0.1 43200 > th dose independent rect. 17 1
327 16.17 precipitation 0.1 43200 < th dose independent rect. 17 1
328 16.17 precipitation 0.1 43200 < th dose dependent rect. 17 1
336 16.17 temperature 10.0 270 > th dose dependent rect. 6 15
373 16.19 temperature 20.0 1440 > th dose dependent no NA NA
424 16.21 radiation 1.0 43200 < th dose dependent rect. 19 5
433 16.21 temperature 15.0 10 > th dose dependent rect. 8 14
442 16.22 temperature 20.0 1440 > th dose dependent rect. 11 4
466 16.23 wind 9.0 43200 > th dose dependent rect. 19 10
522 16.26 wind 9.0 43200 > th dose dependent rect. 19 6
665 16.33 temperature 10.0 1440 > th dose dependent rect. 11 4
674 16.33 temperature 30.0 1440 < th dose dependent rect. 8 12
728 16.35 temperature 30.0 1440 < th dose dependent rect. 10 10
771 16.36 temperature 30.0 720 < th dose dependent rect. 20 22
779 16.37 temperature 20.0 14400 > th dose dependent rect. 17 3
799 16.38 precipitation 0.1 43200 > th dose dependent rect. 17 1
818 16.39 temperature 20.0 14400 > th dose dependent rect. 17 1
833 16.39 wind 9.0 43200 > th dose dependent rect. 17 13
872 16.41 temperature 30.0 1440 < th dose dependent sin 21 NA
901 16.42 wind 9.0 43200 < th dose dependent rect. 20 1
951 16.43 temperature 30.0 720 < th dose dependent rect. 24 23