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Os01g0219000

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 : 7.41 (0.0282) R2 : 0.622
β1 : 1.84 (0.106) R2dD : 0.285 R2D : 0.164
β2 : 1.4 (0.0736) R2dC : 0.305 R2C : 0.306
β3 : -0.97 (0.0828) R2dE : 0.117 R2E : 0.0554
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.27 (0.0602) R2dN8 : 0.0209 R2N8 : -0.011
σ : 0.527
deviance : 128.03
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C
peak time of C : 17.7
E
wheather : temperature
threshold : 27
memory length : 1168
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
125.47 0.526 7.28 2.7 1.36 -1.29 0.105 2.87 0.644 17.7 23.89 1241 -- --
128.86 0.529 7.39 1.91 1.43 -1.11 0.0121 -- 0.378 17.9 24.99 1153 -- --
125.49 0.522 7.27 2.72 1.36 -1.3 -- 2.94 0.643 17.7 23.97 1240 -- --
128.03 0.527 7.41 1.84 1.4 -0.97 -- -- 0.27 17.7 27 1168 -- --
220.62 0.692 7.27 2.63 -- -1.43 -- 2.56 0.603 -- 24 1267 -- --
163.97 0.6 7.41 1.6 1.46 -- 0.213 -- 0.267 17.2 -- -- -- --
164.08 0.6 7.41 1.6 1.46 -- -- -- 0.268 17.2 -- -- -- --
224.38 0.698 7.35 1.94 -- -1.19 -- -- 0.419 -- 24.1 1265 -- --
212.71 0.679 7.47 -- 1.41 -0.67 -- -- -0.0509 17.6 31.42 1032 -- --
275.1 0.775 7.39 1.55 -- -- -- -- 0.231 -- -- -- -- --
231.62 0.712 7.45 -- 1.43 -- -- -- 0.0894 17.3 -- -- -- --
312.14 0.823 7.46 -- -- -0.703 -- -- -0.0823 -- 32.62 1135 -- --
338.47 0.859 7.43 -- -- -- -- -- 0.0592 -- -- -- -- --

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
1 123.04 temperature 25 1440 > th dose dependent rect. 15 2
24 124.23 temperature 25 1440 > th dose dependent rect. 13 13
78 125.17 temperature 25 1440 > th dose dependent sin 16 NA
181 127.78 temperature 25 1440 > th dose dependent rect. 23 21
238 127.98 temperature 25 1440 > th dose dependent no NA NA
292 128.38 temperature 20 270 > th dose dependent rect. 12 21
354 128.99 temperature 10 270 > th dose dependent rect. 10 23
432 129.87 temperature 15 270 > th dose dependent rect. 13 16
487 130.48 temperature 30 1440 < th dose independent rect. 15 1
557 131.06 temperature 30 1440 > th dose independent rect. 15 1
567 131.21 temperature 10 270 > th dose dependent rect. 23 22
616 131.53 radiation 1 1440 < th dose dependent rect. 8 22
694 132.01 temperature 30 1440 < th dose independent rect. 14 15
695 132.02 temperature 30 1440 < th dose independent rect. 14 11
696 132.02 temperature 30 1440 < th dose independent rect. 14 13
709 132.05 temperature 30 1440 < th dose independent rect. 14 17
723 132.08 temperature 30 1440 < th dose independent rect. 14 6
724 132.08 temperature 30 1440 < th dose independent rect. 14 8
738 132.16 radiation 20 1440 > th dose dependent rect. 16 16
781 132.26 temperature 10 1440 > th dose dependent sin 21 NA
883 132.62 temperature 30 1440 < th dose independent rect. 14 20
984 132.88 temperature 10 720 > th dose dependent rect. 6 23