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Os12g0112800

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 : 11.7 (0.0173) R2 : 0.753
β1 : 1.11 (0.0659) R2dD : 0.177 R2D : 0.0475
β2 : 1.19 (0.0409) R2dC : 0.453 R2C : 0.441
β3 : -1.19 (0.0574) R2dE : 0.284 R2E : 0.0992
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.268 (0.0388) R2dN8 : 0.0376 R2N8 : -0.0465
σ : 0.319
deviance : 47.02
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C
peak time of C : 1.31
E
wheather : temperature
threshold : 21.08
memory length : 1680
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
46.37 0.32 11.6 1.34 1.2 -1.23 -0.199 0.772 0.33 1.46 20.61 1559 -- --
46.83 0.319 11.7 1.13 1.18 -1.23 -0.23 -- 0.262 1.12 21.04 1799 -- --
46.32 0.317 11.6 1.4 1.18 -1.24 -- 1.01 0.344 1.34 21.4 1648 -- --
47.02 0.319 11.7 1.11 1.19 -1.19 -- -- 0.268 1.31 21.08 1680 -- --
73.26 0.401 11.6 1.36 -- -2.12 -- 1.49 0.403 -- 21.4 1648 -- --
91.4 0.448 11.7 0.67 1.17 -- -0.237 -- -0.0158 1.5 -- -- -- --
91.63 0.448 11.7 0.678 1.17 -- -- -- -0.0145 1.51 -- -- -- --
73.72 0.402 11.6 1.12 -- -2.07 -- -- 0.341 -- 20.77 1720 -- --
75.59 0.405 11.7 -- 1.23 -0.839 -- -- 0.0725 1.48 21.9 1520 -- --
176.02 0.62 11.7 0.724 -- -- -- -- 0.0108 -- -- -- -- --
103.73 0.476 11.7 -- 1.19 -- -- -- -0.09 1.52 -- -- -- --
105.38 0.48 11.7 -- -- -1.86 -- -- 0.189 -- 20.48 12 -- --
189.87 0.643 11.7 -- -- -- -- -- -0.0696 -- -- -- -- --

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 45.78 temperature 20 1440 > th dose dependent rect. 17 2
4 46.21 temperature 20 1440 > th dose dependent rect. 12 19
5 46.23 temperature 20 1440 > th dose dependent rect. 13 16
11 46.27 temperature 20 1440 > th dose dependent rect. 16 5
17 46.30 temperature 20 720 > th dose dependent rect. 12 23
21 46.35 temperature 30 1440 < th dose dependent rect. 17 2
30 46.42 temperature 20 1440 > th dose dependent sin 16 NA
33 46.42 temperature 20 720 > th dose dependent rect. 21 21
47 46.52 temperature 10 720 > th dose dependent rect. 12 23
71 46.69 temperature 20 1440 > th dose dependent rect. 24 21
109 46.85 temperature 20 1440 > th dose dependent no NA NA
132 46.92 temperature 20 1440 > th dose dependent rect. 3 23
133 46.92 temperature 20 1440 > th dose dependent rect. 15 23
296 47.67 temperature 10 720 > th dose dependent rect. 1 23
379 47.98 wind 5 43200 > th dose dependent rect. 20 1
432 48.29 temperature 25 1440 > th dose independent rect. 19 1
435 48.29 temperature 20 1440 > th dose dependent sin 3 NA
528 48.61 temperature 25 1440 > th dose independent rect. 17 4
529 48.61 wind 9 43200 > th dose dependent rect. 19 2
588 48.75 wind 9 43200 < th dose independent rect. 19 2
595 48.77 temperature 25 1440 < th dose independent rect. 19 1
599 48.78 temperature 25 1440 > th dose independent rect. 16 6
891 49.14 wind 9 43200 > th dose independent rect. 19 2
988 49.24 temperature 30 720 < th dose dependent rect. 24 21