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Os03g0202200

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

Description : Porin-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.7 (0.0132) R2 : 0.656
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.01 (0.0345) R2dC : 0.654 R2C : 0.646
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0928 (0.0279) R2dN8 : 0.0108 R2N8 : 0.00278
σ : 0.25
deviance : 28.48
__
_____
C
peak time of C : 5.08
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
18.22 0.201 11.7 -0.24 0.839 -0.641 0.0775 0.986 -0.0588 5.64 24.87 10 -- --
18.58 0.202 11.7 -0.356 0.85 -0.564 -0.0264 -- -0.0923 5.6 24.87 10 -- --
18.19 0.2 11.7 -0.248 0.842 -0.645 -- 0.927 -0.0616 5.66 24.87 10 -- --
18.58 0.202 11.7 -0.356 0.85 -0.563 -- -- -0.0923 5.6 24.87 10 -- --
41.68 0.301 11.7 0.0438 -- -1.28 -- 1.91 0.074 -- 24.2 174 -- --
23.28 0.226 11.7 -0.441 1.02 -- 0.167 -- -0.141 5.06 -- -- -- --
23.35 0.226 11.7 -0.441 1.02 -- -- -- -0.142 5.06 -- -- -- --
43.08 0.306 11.7 -0.224 -- -1.13 -- -- -0.00212 -- 24.2 174 -- --
21.7 0.217 11.7 -- 0.828 -0.628 -- -- -0.0139 5.69 23.96 14 -- --
78.19 0.413 11.7 -0.404 -- -- -- -- -0.116 -- -- -- -- --
28.48 0.25 11.7 -- 1.01 -- -- -- -0.0928 5.08 -- -- -- --
44.37 0.31 11.7 -- -- -1.17 -- -- 0.0233 -- 24.19 174 -- --
82.51 0.424 11.7 -- -- -- -- -- -0.071 -- -- -- -- --

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 14.21 temperature 30 270 < th dose dependent rect. 1 14
5 14.41 temperature 20 90 > th dose dependent sin 3 NA
10 14.57 temperature 30 90 < th dose dependent sin 2 NA
69 15.33 temperature 25 270 < th dose independent rect. 1 14
75 15.38 temperature 20 270 > th dose dependent rect. 4 9
117 15.75 temperature 25 270 > th dose independent sin 4 NA
139 15.85 temperature 25 270 > th dose independent rect. 6 7
150 15.93 temperature 25 270 > th dose independent rect. 1 12
167 16.00 temperature 20 270 > th dose dependent rect. 23 13
168 16.01 temperature 25 270 < th dose independent sin 4 NA
188 16.08 temperature 30 10 < th dose dependent rect. 5 14
201 16.12 temperature 30 10 < th dose dependent rect. 5 12
202 16.13 temperature 25 270 > th dose independent rect. 4 9
307 16.52 temperature 20 10 > th dose dependent rect. 7 9
345 16.63 temperature 30 10 < th dose dependent rect. 5 18
468 16.86 temperature 25 10 > th dose dependent rect. 7 7
546 17.02 temperature 25 10 > th dose dependent rect. 3 13
578 17.06 temperature 25 10 > th dose dependent rect. 23 17
817 17.31 temperature 25 10 > th dose dependent rect. 21 19