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Os01g0934500

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.74 (0.0212) R2 : 0.54
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.613 (0.0562) R2dC : 0.132 R2C : 0.0189
β3 : -1.37 (0.0947) R2dE : 0.261 R2E : 0.252
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.464 (0.0472) R2dN8 : 0.145 R2N8 : 0.234
σ : 0.394
deviance : 70.92
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C
peak time of C : 4.6
E
wheather : temperature
threshold : 25.3
memory length : 34
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
64.25 0.377 7.72 -0.0573 0.634 -1.68 0.575 -1.81 0.474 4.34 24.88 35 -- --
68.76 0.389 7.76 -0.304 0.678 -1.48 0.0513 -- 0.396 4.42 25.89 22 -- --
64.89 0.375 7.72 -0.0969 0.617 -1.67 -- -1.56 0.484 4.46 24.42 43 -- --
68.65 0.388 7.76 -0.307 0.635 -1.49 -- -- 0.41 4.48 25.3 34 -- --
81.95 0.424 7.71 -0.0475 -- -1.55 -- -1.59 0.567 -- 23.39 45 -- --
102.05 0.474 7.68 0.0415 0.471 -- -0.0763 -- 0.713 6.41 -- -- -- --
102.06 0.473 7.68 0.0405 0.471 -- -- -- 0.714 6.41 -- -- -- --
85.8 0.433 7.74 -0.237 -- -1.32 -- -- 0.515 -- 24 41 -- --
70.92 0.394 7.74 -- 0.613 -1.37 -- -- 0.464 4.6 25.3 34 -- --
113.6 0.498 7.69 0.0527 -- -- -- -- 0.724 -- -- -- -- --
102.11 0.473 7.68 -- 0.472 -- -- -- 0.709 6.4 -- -- -- --
87.17 0.436 7.73 -- -- -1.24 -- -- 0.553 -- 23.98 18 -- --
113.67 0.498 7.69 -- -- -- -- -- 0.718 -- -- -- -- --

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 63.03 temperature 25 90 < th dose dependent rect. 9 22
4 63.59 temperature 25 10 < th dose dependent rect. 10 21
5 63.59 temperature 25 10 < th dose dependent rect. 8 23
31 64.26 temperature 25 30 < th dose dependent rect. 1 23
32 64.26 temperature 25 10 < th dose dependent rect. 15 23
34 64.28 temperature 25 30 < th dose dependent no NA NA
35 64.28 temperature 25 30 < th dose dependent rect. 23 23
37 64.29 temperature 25 30 < th dose dependent rect. 21 23
41 64.30 temperature 25 30 < th dose dependent rect. 17 23
45 64.32 temperature 25 30 < th dose dependent rect. 13 23
52 64.37 temperature 25 30 < th dose dependent rect. 19 23
55 64.41 temperature 25 30 < th dose dependent rect. 3 23
73 64.75 temperature 25 10 < th dose dependent rect. 5 23
128 66.64 temperature 25 90 < th dose dependent rect. 13 18
146 67.17 temperature 25 10 < th dose dependent rect. 14 16
260 68.74 temperature 25 720 < th dose dependent rect. 8 16
314 69.49 temperature 25 270 < th dose dependent sin 13 NA
339 69.68 temperature 25 720 < th dose dependent sin 19 NA
466 71.07 temperature 25 720 < th dose dependent rect. 17 4
468 71.08 temperature 25 720 < th dose dependent rect. 16 7
543 71.84 temperature 10 90 > th dose dependent sin 10 NA