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Os07g0591300

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

Description : Galactose oxidase, central domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.87 (0.0274) R2 : 0.648
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.593 (0.0679) R2dC : 0.0596 R2C : 0.0632
β3 : -1.46 (0.0763) R2dE : 0.323 R2E : 0.449
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.66 (0.0607) R2dN8 : 0.134 R2N8 : 0.235
σ : 0.508
deviance : 118.85
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C
peak time of C : 15.1
E
wheather : temperature
threshold : 21.96
memory length : 855
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
114.03 0.502 5.89 -0.0639 0.6 -1.53 -1.24 -0.64 -0.681 15.6 21.8 855 -- --
114.92 0.499 5.87 0.0924 0.598 -1.48 -1.2 -- -0.647 15.7 21.91 847 -- --
118.02 0.506 5.88 -0.0847 0.584 -1.5 -- -0.526 -0.681 15.2 22 852 -- --
118.72 0.507 5.87 0.0726 0.59 -1.47 -- -- -0.647 15.1 21.97 859 -- --
136.63 0.544 5.87 -0.00917 -- -1.6 -- -0.406 -0.649 -- 22 973 -- --
203 0.668 5.97 -0.416 0.747 -- -0.728 -- -1.11 14.1 -- -- -- --
204.72 0.67 5.97 -0.439 0.743 -- -- -- -1.11 13.7 -- -- -- --
137.22 0.546 5.86 0.109 -- -1.59 -- -- -0.622 -- 21.98 973 -- --
118.85 0.508 5.87 -- 0.593 -1.46 -- -- -0.66 15.1 21.96 855 -- --
238.4 0.721 5.98 -0.469 -- -- -- -- -1.13 -- -- -- -- --
209.79 0.678 5.96 -- 0.751 -- -- -- -1.06 13.7 -- -- -- --
137.51 0.546 5.87 -- -- -1.57 -- -- -0.641 -- 21.94 973 -- --
244.19 0.729 5.96 -- -- -- -- -- -1.08 -- -- -- -- --

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
1 116.92 temperature 25 720 < th dose dependent rect. 17 18
3 117.15 temperature 25 720 < th dose dependent sin 10 NA
60 118.98 temperature 25 720 < th dose dependent rect. 24 23
108 119.97 temperature 25 720 < th dose dependent no NA NA
120 120.46 temperature 10 720 > th dose dependent sin 10 NA
122 120.50 temperature 30 720 < th dose dependent rect. 23 9
128 120.56 temperature 10 720 > th dose dependent rect. 19 14
170 121.78 temperature 25 720 < th dose dependent rect. 3 23
184 122.30 temperature 10 720 > th dose dependent rect. 21 9
271 124.97 temperature 10 720 > th dose dependent rect. 19 18
275 125.09 temperature 10 720 > th dose dependent rect. 21 16
313 126.16 temperature 30 1440 < th dose dependent rect. 1 4
321 126.38 temperature 30 1440 < th dose dependent rect. 3 2
322 126.40 temperature 15 1440 > th dose dependent rect. 1 4
350 126.71 temperature 15 1440 > th dose dependent rect. 3 2
565 128.38 temperature 25 1440 < th dose dependent rect. 21 1