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Os03g0192900

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

Description : Similar to Ubiquitin-specific protease 26.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.15 (0.0146) R2 : 0.701
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.08 (0.0366) R2dC : 0.584 R2C : 0.475
β3 : -1.22 (0.0676) R2dE : 0.235 R2E : 0.116
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0552 (0.0316) R2dN8 : 0.00279 R2N8 : -0.0111
σ : 0.272
deviance : 34.21
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C
peak time of C : 15
E
wheather : temperature
threshold : 12.35
memory length : 578
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
30.33 0.259 9.13 0.495 1.06 -1.4 -0.104 0.549 0.147 15.2 8.244 636 -- --
30.56 0.257 9.14 0.4 1.06 -1.39 -0.103 -- 0.122 15.2 8.791 635 -- --
30.35 0.257 9.13 0.491 1.09 -1.41 -- 0.556 0.147 15.2 7.948 600 -- --
30.58 0.258 9.14 0.394 1.09 -1.4 -- -- 0.122 15.2 9.728 601 -- --
78.43 0.412 9.1 0.723 -- -1.3 -- 0.799 0.207 -- 5.686 2479 -- --
53.93 0.344 9.18 0.0614 0.991 -- -0.05 -- -0.0899 13.9 -- -- -- --
53.94 0.344 9.18 0.0598 0.991 -- -- -- -0.0902 13.9 -- -- -- --
71.9 0.395 9.13 0.479 -- -1.58 -- -- 0.156 -- 12.43 1040 -- --
34.21 0.272 9.15 -- 1.08 -1.22 -- -- 0.0552 15 12.35 578 -- --
113.35 0.497 9.19 0.019 -- -- -- -- -0.113 -- -- -- -- --
54.03 0.344 9.18 -- 0.99 -- -- -- -0.0969 13.9 -- -- -- --
77.22 0.409 9.14 -- -- -1.38 -- -- 0.075 -- 14.81 1030 -- --
113.36 0.497 9.19 -- -- -- -- -- -0.115 -- -- -- -- --

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 29.85 temperature 15 720 > th dose dependent rect. 8 19
3 29.89 temperature 15 720 > th dose dependent rect. 6 20
19 30.15 temperature 15 270 > th dose dependent rect. 13 22
62 30.59 temperature 10 720 > th dose dependent rect. 23 23
65 30.62 temperature 10 720 > th dose dependent no NA NA
96 30.80 temperature 10 720 > th dose dependent rect. 21 23
100 30.82 temperature 30 720 < th dose dependent rect. 3 21
104 30.86 temperature 30 1440 < th dose dependent rect. 17 2
174 31.08 temperature 15 720 > th dose dependent rect. 19 23
197 31.16 temperature 20 720 > th dose dependent rect. 17 23
215 31.23 temperature 30 270 < th dose dependent rect. 9 20
235 31.29 temperature 10 1440 > th dose dependent rect. 17 4
244 31.31 temperature 30 720 < th dose dependent rect. 7 18
296 31.48 temperature 10 720 > th dose dependent sin 18 NA
328 31.53 temperature 20 270 > th dose dependent rect. 16 17
541 31.94 temperature 30 720 < th dose dependent no NA NA
591 32.05 temperature 30 1440 < th dose dependent sin 16 NA
813 32.28 temperature 30 720 < th dose dependent rect. 15 23