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Os01g0694800

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 : 9.6 (0.0238) R2 : 0.582
β1 : 0.983 (0.0903) R2dD : 0.124 R2D : 0.0169
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.38 (0.111) R2dE : 0.516 R2E : 0.434
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.154 (0.0533) R2dN8 : 0.0108 R2N8 : 0.0606
σ : 0.439
deviance : 88.79
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C
peak time of C : --
E
wheather : temperature
threshold : 32.15
memory length : 656
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
83.48 0.429 9.58 1.08 0.612 2.36 0.503 0.0185 -0.0479 7.82 25.79 1470 -- --
83.45 0.425 9.58 1.08 0.611 2.35 0.507 -- -0.0468 7.84 26.13 1480 -- --
84.08 0.427 9.57 1.14 0.601 2.33 -- -0.235 -0.0302 8.11 26.37 1517 -- --
84.11 0.427 9.58 1.1 0.604 2.35 -- -- -0.0443 8.1 26.11 1517 -- --
87.76 0.436 9.6 1.14 -- 2.4 -- -1.08 -0.147 -- 33.1 649 -- --
159.89 0.593 9.7 0.36 0.587 -- 0.533 -- -0.564 8.22 -- -- -- --
160.71 0.594 9.7 0.377 0.584 -- -- -- -0.563 8.41 -- -- -- --
88.79 0.439 9.6 0.983 -- 2.38 -- -- -0.154 -- 32.15 656 -- --
110.92 0.491 9.63 -- 0.614 1.81 -- -- -0.264 7.92 26.27 1459 -- --
179.72 0.626 9.71 0.38 -- -- -- -- -0.557 -- -- -- -- --
164.44 0.6 9.7 -- 0.586 -- -- -- -0.605 8.37 -- -- -- --
111.1 0.491 9.66 -- -- 2.06 -- -- -0.338 -- 33.3 613 -- --
183.53 0.632 9.72 -- -- -- -- -- -0.599 -- -- -- -- --

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 76.77 temperature 25 1440 < th dose dependent rect. 3 2
5 77.41 temperature 15 1440 > th dose dependent rect. 3 2
12 77.63 temperature 15 1440 > th dose dependent rect. 1 6
32 77.83 temperature 25 1440 < th dose dependent rect. 21 9
224 78.99 temperature 25 1440 < th dose dependent sin 11 NA
275 79.28 temperature 15 1440 > th dose dependent sin 11 NA
725 82.33 temperature 20 1440 > th dose dependent rect. 20 1