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Os03g0206600

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

Description : Protein of unknown function DUF588 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.5 (0.019) R2 : 0.591
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.37 (0.0544) R2dC : 0.726 R2C : 0.304
β3 : 1.52 (0.0994) R2dE : 0.282 R2E : -0.181
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.293 (0.0414) R2dN8 : 0.0634 R2N8 : -0.0208
σ : 0.353
deviance : 57.57
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C
peak time of C : 4.23
E
wheather : temperature
threshold : 11.37
memory length : 377
response mode : > th
dose dependency : dose dependent
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 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
47.82 0.325 10.5 -0.783 1.46 1.79 0.0455 -1.02 -0.442 4.29 15.03 374 -- --
48.42 0.324 10.5 -0.614 1.46 1.82 0.261 -- -0.396 4.31 13.98 376 -- --
47.81 0.322 10.5 -0.781 1.46 1.8 -- -1.03 -0.441 4.29 14.9 376 -- --
48.6 0.325 10.5 -0.616 1.46 1.8 -- -- -0.397 4.3 14.6 377 -- --
90.8 0.444 10.5 -0.846 -- 1.69 -- -0.715 -0.448 -- 9.054 1171 -- --
84.29 0.43 10.4 -0.223 0.997 -- -0.0974 -- -0.134 3.63 -- -- -- --
84.32 0.43 10.4 -0.222 0.996 -- -- -- -0.133 3.63 -- -- -- --
91.2 0.445 10.5 -0.688 -- 1.69 -- -- -0.406 -- 6.229 1174 -- --
57.57 0.353 10.5 -- 1.37 1.52 -- -- -0.293 4.23 11.37 377 -- --
139.46 0.552 10.4 -0.18 -- -- -- -- -0.107 -- -- -- -- --
85.61 0.433 10.4 -- 0.992 -- -- -- -0.109 3.63 -- -- -- --
102.2 0.471 10.5 -- -- 1.41 -- -- -0.289 -- 4.019 1164 -- --
140.31 0.553 10.4 -- -- -- -- -- -0.0868 -- -- -- -- --

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 40.81 temperature 10 720 > th dose dependent rect. 23 14
28 42.82 temperature 15 720 > th dose dependent sin 6 NA
52 43.64 temperature 30 720 < th dose dependent rect. 21 17
63 43.88 temperature 30 720 < th dose dependent rect. 4 6
65 43.89 temperature 30 720 < th dose dependent rect. 5 4
67 43.89 temperature 15 270 > th dose dependent rect. 24 22
83 44.17 temperature 30 720 < th dose dependent sin 5 NA
212 45.98 temperature 30 720 < th dose dependent rect. 3 10
269 46.53 temperature 15 270 > th dose dependent rect. 6 14
534 48.77 temperature 15 270 > th dose dependent no NA NA
570 48.99 temperature 30 270 < th dose dependent rect. 4 23
695 49.70 temperature 10 720 > th dose dependent rect. 6 23
844 50.52 temperature 30 720 < th dose dependent no NA NA
847 50.52 temperature 15 720 > th dose dependent rect. 3 23
945 50.96 temperature 15 720 > th dose dependent rect. 10 23