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Os04g0578800

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

Description : Protein of unknown function DUF604 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.79 (0.0305) R2 : 0.485
β1 : -1.41 (0.115) R2dD : 0.189 R2D : -0.0673
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.72 (0.0954) R2dE : 0.412 R2E : 0.114
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.839 (0.0669) R2dN8 : 0.255 R2N8 : 0.00982
σ : 0.567
deviance : 148.06
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C
peak time of C : --
E
wheather : temperature
threshold : 23.57
memory length : 1224
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
142.12 0.56 6.78 -1.36 0.356 1.56 -0.345 0.188 -0.796 1.29 23.96 1344 -- --
142.12 0.555 6.79 -1.41 0.355 1.58 -0.317 -- -0.805 1.35 23.9 1341 -- --
142.48 0.556 6.79 -1.35 0.375 1.54 -- 0.172 -0.811 1.62 23.73 1352 -- --
142.48 0.556 6.79 -1.41 0.369 1.57 -- -- -0.827 1.6 23.7 1350 -- --
148.07 0.567 6.79 -1.42 -- 1.72 -- -0.0317 -0.841 -- 23.61 1227 -- --
233.2 0.716 6.73 -0.864 0.573 -- -0.0237 -- -0.547 1.84 -- -- -- --
233.21 0.715 6.73 -0.863 0.574 -- -- -- -0.547 1.84 -- -- -- --
148.06 0.567 6.79 -1.41 -- 1.72 -- -- -0.839 -- 23.57 1224 -- --
190 0.642 6.74 -- 0.356 1.27 -- -- -0.593 1.64 24.31 1312 -- --
253.12 0.743 6.72 -0.84 -- -- -- -- -0.534 -- -- -- -- --
252.84 0.744 6.71 -- 0.558 -- -- -- -0.451 1.8 -- -- -- --
196.13 0.652 6.74 -- -- 1.41 -- -- -0.61 -- 24.09 1219 -- --
271.72 0.769 6.7 -- -- -- -- -- -0.441 -- -- -- -- --

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
1 144.61 temperature 25 1440 > th dose dependent rect. 12 22
3 144.61 temperature 25 1440 > th dose dependent rect. 18 23
5 144.65 temperature 25 1440 > th dose dependent rect. 8 21
29 144.84 temperature 25 1440 > th dose dependent no NA NA
57 144.91 temperature 25 1440 > th dose dependent rect. 14 23
63 144.96 temperature 20 1440 > th dose dependent rect. 1 16
139 145.37 temperature 25 1440 > th dose dependent sin 19 NA
148 145.41 temperature 20 1440 > th dose dependent sin 3 NA
294 146.06 temperature 20 1440 > th dose dependent rect. 6 2
465 146.95 temperature 25 4320 < th dose independent rect. 7 2
489 147.07 temperature 10 1440 > th dose dependent rect. 4 13
500 147.13 temperature 25 4320 < th dose independent rect. 6 4
605 147.60 temperature 25 4320 > th dose independent rect. 6 4
608 147.61 temperature 25 1440 > th dose dependent rect. 12 1
626 147.66 temperature 25 4320 > th dose independent rect. 7 2
642 147.73 temperature 25 1440 > th dose dependent rect. 16 1