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Os01g0594700

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

Description : FAD dependent oxidoreductase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.88 (0.0291) R2 : 0.611
β1 : 1.79 (0.108) R2dD : 0.265 R2D : 0.129
β2 : 0.952 (0.0709) R2dC : 0.155 R2C : 0.151
β3 : -1.56 (0.0881) R2dE : 0.348 R2E : 0.196
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.113 (0.067) R2dN8 : 0.00416 R2N8 : -0.0335
σ : 0.528
deviance : 128.7
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C
peak time of C : 8.59
E
wheather : temperature
threshold : 22.1
memory length : 1457
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, 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
131.75 0.539 7.88 1.91 0.928 -1.7 0.189 -0.00105 0.0903 8.53 21.55 1367 -- --
128.83 0.529 7.87 1.8 0.95 -1.59 0.279 -- 0.109 8.61 22.08 1442 -- --
128.28 0.528 7.87 1.88 0.94 -1.56 -- 0.361 0.13 8.6 22.1 1461 -- --
128.7 0.528 7.88 1.79 0.952 -1.56 -- -- 0.113 8.59 22.1 1457 -- --
162.8 0.594 7.89 1.88 -- -1.5 -- 0.513 0.15 -- 22.3 801 -- --
217.99 0.692 8 1.21 0.945 -- 0.108 -- -0.404 8.87 -- -- -- --
218.03 0.691 8 1.21 0.945 -- -- -- -0.403 8.88 -- -- -- --
163.02 0.595 7.91 1.73 -- -1.53 -- -- 0.108 -- 22.18 803 -- --
202.67 0.663 7.95 -- 0.89 -1.1 -- -- -0.202 8.22 22.4 1180 -- --
268.97 0.766 8.02 1.21 -- -- -- -- -0.397 -- -- -- -- --
256.86 0.75 8.03 -- 0.948 -- -- -- -0.539 8.78 -- -- -- --
235.32 0.714 7.97 -- -- -1.19 -- -- -0.166 -- 22.36 769 -- --
307.85 0.819 8.05 -- -- -- -- -- -0.531 -- -- -- -- --

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
1 127.89 temperature 25 1440 < th dose dependent rect. 20 10
4 128.08 temperature 25 1440 < th dose dependent rect. 17 13
5 128.10 temperature 25 1440 < th dose dependent rect. 1 5
38 128.77 temperature 25 1440 < th dose dependent sin 11 NA
41 128.79 temperature 15 1440 > th dose dependent rect. 1 5
79 129.24 temperature 10 1440 > th dose dependent rect. 5 1
414 132.19 temperature 15 1440 > th dose dependent sin 10 NA
494 132.80 temperature 25 1440 < th dose dependent no NA NA
530 133.09 temperature 25 1440 < th dose dependent rect. 24 23
722 135.05 temperature 25 720 < th dose dependent rect. 3 19
994 137.10 temperature 20 1440 < th dose independent rect. 5 1