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Os08g0106100

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.32 (0.0337) R2 : 0.731
β1 : -1.1 (0.129) R2dD : 0.0519 R2D : -0.0682
β2 : 1.99 (0.0821) R2dC : 0.347 R2C : 0.373
β3 : 2.67 (0.111) R2dE : 0.446 R2E : 0.295
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.676 (0.0775) R2dN8 : 0.0732 R2N8 : -0.0846
σ : 0.614
deviance : 173.91
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C
peak time of C : 3.23
E
wheather : temperature
threshold : 21.6
memory length : 1398
response mode : > th
dose dependency : dose independent
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 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
173.37 0.619 6.32 -1.22 1.99 2.77 -0.605 -0.198 -0.667 3.23 21.38 1392 -- --
172.53 0.612 6.32 -1.14 1.98 2.72 -0.693 -- -0.674 3.22 21.56 1398 -- --
174.24 0.615 6.32 -1.21 1.99 2.73 -- -0.288 -0.673 3.23 21.4 1398 -- --
173.91 0.614 6.32 -1.1 1.99 2.67 -- -- -0.676 3.23 21.6 1398 -- --
369.43 0.895 6.36 -1.24 -- 2.67 -- -1.01 -0.762 -- 21.98 1139 -- --
390.65 0.927 6.14 -0.0313 2.11 -- -0.949 -- 0.113 3.17 -- -- -- --
393.59 0.929 6.14 -0.0118 2.1 -- -- -- 0.118 3.17 -- -- -- --
372.03 0.898 6.33 -0.929 -- 2.7 -- -- -0.69 -- 21.94 1139 -- --
197.7 0.655 6.31 -- 2.04 2.46 -- -- -0.618 3.18 21.9 1406 -- --
645.04 1.19 6.14 0.0776 -- -- -- -- 0.173 -- -- -- -- --
393.59 0.928 6.14 -- 2.1 -- -- -- 0.12 3.17 -- -- -- --
391 0.921 6.31 -- -- 2.42 -- -- -0.585 -- 22.2 1134 -- --
645.2 1.19 6.14 -- -- -- -- -- 0.165 -- -- -- -- --

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
1 172.88 temperature 25 1440 < th dose dependent rect. 17 14
6 173.04 temperature 25 1440 < th dose dependent rect. 20 10
15 173.56 temperature 25 1440 < th dose dependent sin 11 NA
35 174.36 temperature 25 1440 < th dose dependent rect. 3 3
49 174.99 temperature 15 1440 > th dose dependent rect. 3 3
78 175.64 temperature 20 1440 < th dose independent rect. 5 1
167 177.52 temperature 15 1440 > th dose dependent rect. 21 9
200 178.06 temperature 25 1440 < th dose dependent rect. 21 2
221 178.33 temperature 20 1440 > th dose independent rect. 5 2
358 180.64 temperature 25 1440 < th dose dependent no NA NA
388 181.18 temperature 25 1440 < th dose dependent rect. 24 23
447 182.19 temperature 15 1440 > th dose dependent sin 10 NA
783 189.35 temperature 20 1440 > th dose independent rect. 21 13
796 189.50 temperature 20 1440 < th dose independent rect. 21 13
829 190.04 temperature 20 1440 > th dose independent sin 8 NA
830 190.04 temperature 20 1440 < th dose independent sin 8 NA
863 190.53 temperature 20 1440 > th dose independent rect. 18 13