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Os09g0249000

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 : 11 (0.0238) R2 : 0.661
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.19 (0.0601) R2dC : 0.321 R2C : 0.018
β3 : 2.53 (0.097) R2dE : 0.611 R2E : 0.332
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.111 (0.0517) R2dN8 : 0.00671 R2N8 : 0.029
σ : 0.444
deviance : 90.84
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C
peak time of C : 11.3
E
wheather : temperature
threshold : 18.04
memory length : 757
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
82.76 0.427 11.1 -1.1 1.01 2.12 0.538 -3.04 -0.117 13.7 21.18 1297 -- --
88.05 0.437 11 -0.307 1.19 2.33 0.708 -- 0.0918 12.9 18.31 1048 -- --
83.83 0.426 11.1 -1.12 1.04 2.15 -- -3.22 -0.126 13.6 21.08 1263 -- --
89.29 0.44 11 -0.288 1.2 2.67 -- -- 0.0969 11.9 16.67 841 -- --
119.98 0.513 11 -0.144 -- 2.37 -- -0.809 0.14 -- 19.21 21 -- --
205.79 0.673 10.9 0.464 0.757 -- 0.54 -- 0.569 13.6 -- -- -- --
206.95 0.674 10.9 0.481 0.757 -- -- -- 0.572 13.6 -- -- -- --
119.42 0.509 11 -0.0531 -- 2.47 -- -- 0.164 -- 18.03 18 -- --
90.84 0.444 11 -- 1.19 2.53 -- -- 0.111 11.3 18.04 757 -- --
241.98 0.727 10.9 0.451 -- -- -- -- 0.555 -- -- -- -- --
213.05 0.683 10.9 -- 0.749 -- -- -- 0.518 13.6 -- -- -- --
119.39 0.509 11 -- -- 2.45 -- -- 0.173 -- 18.09 12 -- --
247.34 0.734 10.9 -- -- -- -- -- 0.505 -- -- -- -- --

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 80.62 temperature 20 720 > th dose dependent rect. 12 21
3 81.68 temperature 10 720 > th dose dependent rect. 12 21
4 81.86 temperature 20 1440 > th dose dependent rect. 15 7
6 81.88 temperature 20 1440 > th dose dependent rect. 17 2
7 81.92 temperature 20 1440 > th dose dependent rect. 12 19
8 81.94 temperature 20 1440 > th dose dependent rect. 13 15
19 82.08 temperature 20 1440 > th dose dependent sin 16 NA
25 82.17 temperature 20 1440 > th dose dependent rect. 16 5
99 83.54 temperature 20 720 > th dose dependent rect. 19 23
123 84.02 temperature 20 1440 > th dose dependent rect. 1 22
138 84.19 temperature 20 1440 > th dose dependent no NA NA
143 84.21 temperature 20 1440 > th dose dependent rect. 6 23
157 84.28 temperature 20 1440 > th dose dependent rect. 21 23
164 84.32 temperature 10 720 > th dose dependent rect. 3 21
196 84.54 temperature 20 1440 > th dose dependent rect. 15 23
300 85.68 temperature 30 1440 < th dose dependent rect. 17 2
371 86.54 temperature 10 720 > th dose dependent rect. 19 23