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Os04g0380000

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.56 (0.0269) R2 : 0.412
β1 : 0.819 (0.0982) R2dD : 0.093 R2D : 0.0524
β2 : 0.925 (0.0639) R2dC : 0.271 R2C : 0.255
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.427 (0.0573) R2dN8 : 0.0961 R2N8 : 0.0434
σ : 0.504
deviance : 116.05
__
_____
C
peak time of C : 23
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 = humidity, 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
92.21 0.451 8.6 0.93 1.07 0.546 1.75 2.24 0.357 22.2 60.77 669 -- --
96.55 0.458 8.58 0.974 1.04 0.781 1.44 -- 0.336 22.3 61 564 -- --
102.73 0.472 8.6 0.857 1.03 0.569 -- 1.79 0.359 22.2 61 562 -- --
104.83 0.477 8.58 0.898 1.04 0.746 -- -- 0.341 22.2 60.43 566 -- --
161.29 0.595 8.54 0.866 -- 0.3 -- 1.17 0.407 -- 62 3058 -- --
108.71 0.489 8.55 0.872 0.931 -- 1.31 -- 0.431 23.1 -- -- -- --
116.05 0.504 8.56 0.819 0.925 -- -- -- 0.427 23 -- -- -- --
160.89 0.591 8.56 0.845 -- 0.725 -- -- 0.298 -- 62.82 4551 -- --
125.86 0.523 8.6 -- 0.997 0.615 -- -- 0.27 22.4 59.98 561 -- --
169.37 0.608 8.53 0.84 -- -- -- -- 0.434 -- -- -- -- --
133.71 0.541 8.58 -- 0.933 -- -- -- 0.336 23.1 -- -- -- --
164.66 0.6 8.55 -- -- 0.451 -- -- 0.357 -- 83.19 1617 -- --
187.98 0.64 8.55 -- -- -- -- -- 0.341 -- -- -- -- --

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 89.48 radiation 10 43200 > th dose independent rect. 7 1
2 89.56 radiation 1 43200 > th dose dependent rect. 11 1
3 89.57 radiation 20 43200 > th dose independent rect. 11 1
4 89.57 radiation 40 43200 > th dose independent rect. 11 1
5 89.57 radiation 30 43200 < th dose dependent rect. 11 1
6 89.59 radiation 10 43200 > th dose independent rect. 7 6
13 89.76 radiation 10 43200 > th dose independent rect. 17 15
14 89.77 radiation 10 43200 > th dose independent rect. 17 20
15 89.77 radiation 40 43200 > th dose independent rect. 14 22
16 89.78 radiation 10 43200 > th dose independent rect. 17 18
35 89.81 radiation 20 43200 > th dose independent rect. 9 3
67 89.88 radiation 10 43200 > th dose independent sin 8 NA
81 89.90 radiation 40 43200 > th dose independent rect. 9 6
103 89.94 radiation 40 43200 > th dose independent rect. 9 1
106 89.94 radiation 30 43200 > th dose independent rect. 11 4
120 89.94 temperature 25 10 > th dose dependent rect. 15 18
133 89.96 radiation 40 43200 > th dose independent sin 2 NA
177 89.99 radiation 40 43200 > th dose independent no NA NA
345 90.04 radiation 40 43200 > th dose dependent rect. 11 1
346 90.05 wind 1 43200 < th dose independent rect. 4 1
435 90.12 radiation 30 43200 > th dose independent rect. 14 1