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Os01g0729500

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 : 8.61 (0.0232) R2 : 0.709
β1 : -1.72 (0.0918) R2dD : 0.289 R2D : 0.0368
β2 : 0.873 (0.0558) R2dC : 0.159 R2C : 0.203
β3 : -2.23 (0.099) R2dE : 0.475 R2E : 0.266
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0313 (0.0545) R2dN8 : 0.000369 R2N8 : -0.0128
σ : 0.42
deviance : 81.39
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C
peak time of C : 21.2
E
wheather : temperature
threshold : 25.93
memory length : 2501
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
81.62 0.424 8.6 -1.67 0.834 -2.22 0.1 -0.116 -0.0166 21.4 25.44 2323 -- --
81.35 0.42 8.61 -1.71 0.876 -2.23 0.132 -- -0.0245 21.2 25.88 2502 -- --
81.4 0.42 8.61 -1.71 0.872 -2.22 -- -0.00166 -0.0243 21.2 25.92 2494 -- --
81.39 0.42 8.61 -1.72 0.873 -2.23 -- -- -0.0313 21.2 25.93 2501 -- --
117.41 0.505 8.61 -1.87 -- -2.37 -- 0.619 -0.0751 -- 29.36 2253 -- --
170.12 0.611 8.48 -0.804 1 -- 0.0341 -- 0.549 21.9 -- -- -- --
170.12 0.611 8.48 -0.806 1 -- -- -- 0.549 21.9 -- -- -- --
117.68 0.505 8.59 -1.73 -- -2.4 -- -- -0.0603 -- 28.38 2248 -- --
139.75 0.551 8.53 -- 0.875 -1.69 -- -- 0.311 21.2 26.07 1120 -- --
230.5 0.709 8.45 -0.794 -- -- -- -- 0.549 -- -- -- -- --
187.24 0.64 8.46 -- 1 -- -- -- 0.639 21.8 -- -- -- --
160.19 0.589 8.52 -- -- -2.16 -- -- 0.267 -- 29.47 742 -- --
247.15 0.734 8.43 -- -- -- -- -- 0.637 -- -- -- -- --

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 80.50 temperature 25 1440 < th dose dependent rect. 20 12
5 80.58 temperature 25 4320 < th dose dependent rect. 21 3
6 80.58 temperature 10 1440 > th dose dependent rect. 21 12
45 80.93 temperature 25 1440 < th dose dependent sin 10 NA
73 81.17 temperature 10 1440 > th dose dependent rect. 1 7
76 81.19 temperature 30 1440 < th dose dependent rect. 1 7
102 81.31 temperature 10 4320 > th dose dependent rect. 21 3
118 81.42 temperature 25 1440 < th dose dependent rect. 21 7
142 81.53 radiation 10 4320 > th dose dependent rect. 16 15
202 81.78 temperature 10 1440 > th dose dependent sin 10 NA
216 81.87 radiation 10 4320 < th dose independent rect. 16 15
319 82.29 temperature 25 1440 < th dose dependent rect. 5 2
418 82.77 temperature 10 1440 > th dose dependent rect. 5 2
712 83.91 temperature 25 1440 < th dose dependent rect. 3 1
969 84.86 temperature 20 1440 < th dose independent rect. 5 1