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Os08g0114000

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 : 8.73 (0.0191) R2 : 0.467
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.934 (0.0482) R2dC : 0.442 R2C : 0.434
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.189 (0.0401) R2dN8 : 0.0334 R2N8 : 0.0254
σ : 0.36
deviance : 59.14
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C
peak time of C : 20.4
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
50.63 0.334 8.72 0.0418 0.936 0.765 0.122 0.715 -0.0592 20.5 25.3 3156 -- --
51.04 0.333 8.7 0.151 0.933 0.619 0.13 -- -0.0721 20.6 33.21 2916 -- --
50.66 0.332 8.72 0.0331 0.933 0.763 -- 0.722 -0.0606 20.5 25.3 3087 -- --
51.09 0.333 8.7 0.138 0.935 0.617 -- -- -0.0729 20.6 33 2916 -- --
98.64 0.465 8.69 -0.0973 -- 0.715 -- 0.814 -0.11 -- 25.1 2953 -- --
58.73 0.359 8.73 -0.118 0.933 -- 0.102 -- -0.202 20.5 -- -- -- --
58.76 0.359 8.73 -0.121 0.934 -- -- -- -0.202 20.4 -- -- -- --
99.3 0.464 8.67 0.183 -- 0.713 -- -- -0.0307 -- 25.3 2939 -- --
51.5 0.334 8.71 -- 0.934 0.556 -- -- -0.1 20.6 60.04 2886 -- --
107.42 0.484 8.71 -0.125 -- -- -- -- -0.212 -- -- -- -- --
59.14 0.36 8.73 -- 0.934 -- -- -- -0.189 20.4 -- -- -- --
99.87 0.467 8.68 -- -- 0.646 -- -- -0.0853 -- 25.3 2939 -- --
107.83 0.485 8.7 -- -- -- -- -- -0.198 -- -- -- -- --

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 48.69 temperature 15 10 > th dose dependent rect. 5 20
2 48.73 temperature 20 720 > th dose dependent rect. 4 2
35 50.18 temperature 20 720 > th dose independent rect. 4 2
36 50.24 temperature 25 1440 < th dose dependent rect. 1 1
40 50.28 temperature 10 1440 > th dose dependent rect. 1 1
56 50.44 radiation 1 43200 < th dose dependent rect. 21 3
61 50.47 temperature 10 720 > th dose dependent rect. 20 19
63 50.49 temperature 10 720 > th dose dependent rect. 3 12
80 50.56 temperature 20 1440 > th dose dependent rect. 24 7
98 50.62 temperature 25 4320 < th dose dependent rect. 3 1
123 50.68 temperature 25 4320 < th dose dependent rect. 21 7
124 50.68 temperature 10 4320 > th dose dependent rect. 20 8
132 50.69 temperature 10 4320 > th dose dependent rect. 21 5
154 50.71 temperature 30 4320 < th dose dependent rect. 21 5
165 50.71 temperature 10 270 > th dose dependent rect. 2 21
180 50.72 temperature 25 4320 < th dose dependent rect. 17 12
184 50.72 temperature 25 4320 < th dose dependent rect. 13 17
206 50.74 temperature 10 4320 > th dose dependent rect. 21 1
252 50.76 temperature 30 4320 < th dose dependent rect. 21 1
301 50.79 temperature 25 4320 < th dose dependent sin 14 NA
340 50.81 temperature 10 4320 > th dose dependent rect. 3 1
411 50.84 wind 1 1440 < th dose independent rect. 3 2
431 50.85 temperature 10 4320 > th dose dependent sin 12 NA
781 50.99 temperature 10 4320 > th dose dependent rect. 5 2
819 51.00 radiation 1 4320 > th dose dependent rect. 18 12
912 51.04 temperature 20 720 > th dose independent rect. 3 12
931 51.05 wind 1 4320 < th dose dependent rect. 4 2
962 51.06 radiation 40 4320 < th dose dependent rect. 2 4