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Os01g0148100

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 : 9.88 (0.0183) R2 : 0.53
β1 : -1.32 (0.0705) R2dD : 0.438 R2D : 0.226
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.31 (0.0881) R2dE : 0.313 R2E : 0.0962
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0254 (0.0428) R2dN8 : 0.000579 R2N8 : -0.0145
σ : 0.332
deviance : 50.81
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C
peak time of C : --
E
wheather : temperature
threshold : 26.96
memory length : 1494
response mode : < th
dose dependency : dose dependent
G
type of G : no
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
48.35 0.327 9.91 -1.59 0.11 -1.21 -0.182 1.36 -0.0861 10.7 28.6 1446 -- --
49.44 0.327 9.87 -1.36 0.166 -1.17 -0.202 -- -0.0246 10.3 24.9 2170 -- --
48.48 0.324 9.91 -1.59 0.108 -1.21 -- 1.36 -0.0844 10.2 28.67 1475 -- --
49.53 0.328 9.87 -1.37 0.181 -1.23 -- -- -0.0279 9.79 24.9 2121 -- --
49.14 0.326 9.91 -1.6 -- -1.21 -- 1.37 -0.0841 -- 28.6 1523 -- --
74.33 0.404 9.81 -0.901 0.103 -- -0.227 -- 0.27 9.01 -- -- -- --
74.5 0.404 9.81 -0.909 0.104 -- -- -- 0.27 8.89 -- -- -- --
50.81 0.332 9.88 -1.32 -- -1.31 -- -- -0.0254 -- 26.96 1494 -- --
87.38 0.435 9.81 -- 0.248 -0.74 -- -- 0.221 7.74 27.06 426 -- --
75.12 0.405 9.81 -0.909 -- -- -- -- 0.27 -- -- -- -- --
96.27 0.459 9.78 -- 0.104 -- -- -- 0.371 9.55 -- -- -- --
89.06 0.44 9.81 -- -- -0.695 -- -- 0.265 -- 24.4 370 -- --
96.91 0.459 9.79 -- -- -- -- -- 0.371 -- -- -- -- --

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 48.05 temperature 15 1440 > th dose dependent rect. 16 8
6 48.11 temperature 30 1440 < th dose dependent rect. 5 19
38 48.22 temperature 10 1440 > th dose dependent rect. 14 22
44 48.24 temperature 30 1440 < th dose dependent rect. 15 9
49 48.25 temperature 15 1440 > th dose dependent sin 16 NA
79 48.29 temperature 15 1440 > th dose dependent rect. 4 20
100 48.31 temperature 30 1440 < th dose dependent rect. 14 22
103 48.32 temperature 30 1440 < th dose dependent sin 17 NA
126 48.34 temperature 15 1440 > th dose dependent rect. 9 18
157 48.36 temperature 10 1440 > th dose dependent rect. 9 21
204 48.38 temperature 10 1440 > th dose dependent rect. 14 18
218 48.39 temperature 30 1440 < th dose dependent no NA NA
244 48.40 temperature 10 1440 > th dose dependent no NA NA
301 48.43 temperature 10 1440 > th dose dependent rect. 20 23
324 48.44 temperature 30 1440 < th dose dependent rect. 19 23