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Os03g0787100

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 : 6.29 (0.0265) R2 : 0.561
β1 : 1.9 (0.0997) R2dD : 0.39 R2D : 0.147
β2 : 1.23 (0.0749) R2dC : 0.314 R2C : 0.0261
β3 : -1.57 (0.107) R2dE : 0.282 R2E : -0.182
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.615 (0.0591) R2dN8 : 0.156 R2N8 : -0.0627
σ : 0.49
deviance : 110.52
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C
peak time of C : 17
E
wheather : temperature
threshold : 20.5
memory length : 585
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
110.02 0.493 6.31 1.71 1.21 -1.51 0.153 -0.889 0.561 17.1 20.39 594 -- --
110.52 0.49 6.29 1.9 1.23 -1.57 -0.017 -- 0.616 17 20.5 585 -- --
110.03 0.489 6.31 1.72 1.22 -1.52 -- -0.82 0.567 17 20.24 577 -- --
110.52 0.49 6.29 1.9 1.23 -1.57 -- -- 0.615 17 20.5 585 -- --
134.36 0.54 6.29 1.69 -- -1.34 -- -0.832 0.545 -- 20.4 1179 -- --
156.33 0.586 6.33 1.51 0.809 -- -0.471 -- 0.337 15.6 -- -- -- --
157 0.587 6.33 1.5 0.807 -- -- -- 0.335 15.6 -- -- -- --
134.08 0.539 6.27 1.92 -- -1.35 -- -- 0.609 -- 21.51 1179 -- --
196.58 0.653 6.35 -- 1.08 -1.01 -- -- 0.313 16.6 21.7 521 -- --
193.19 0.649 6.33 1.47 -- -- -- -- 0.313 -- -- -- -- --
216.59 0.688 6.37 -- 0.777 -- -- -- 0.167 15.6 -- -- -- --
221.89 0.694 6.35 -- -- -0.878 -- -- 0.25 -- 24.07 1180 -- --
250.18 0.738 6.37 -- -- -- -- -- 0.15 -- -- -- -- --

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
1 109.14 temperature 20 720 > th dose dependent rect. 15 20
2 109.34 temperature 20 720 > th dose dependent rect. 15 22
10 110.09 temperature 10 720 > th dose dependent rect. 15 23
17 110.30 temperature 20 720 > th dose dependent rect. 21 23
19 110.32 temperature 20 720 > th dose dependent rect. 6 23
22 110.39 temperature 20 720 > th dose dependent rect. 4 23
25 110.44 temperature 20 720 > th dose dependent no NA NA
36 110.63 temperature 10 720 > th dose dependent rect. 21 23
44 110.74 temperature 30 720 < th dose dependent rect. 5 18
49 110.79 temperature 20 720 > th dose dependent rect. 1 23
52 110.83 temperature 30 720 < th dose dependent rect. 5 20
122 111.45 temperature 30 90 < th dose dependent rect. 19 23
151 111.74 temperature 20 1440 > th dose dependent rect. 9 18
214 112.07 temperature 20 1440 > th dose dependent sin 16 NA
224 112.13 temperature 20 1440 > th dose dependent rect. 13 14
236 112.17 temperature 30 270 < th dose dependent rect. 7 23
266 112.23 temperature 15 90 > th dose dependent rect. 1 23
269 112.25 temperature 20 1440 > th dose dependent rect. 15 10
433 112.68 temperature 30 30 < th dose dependent rect. 5 23
549 112.99 temperature 30 30 < th dose dependent rect. 3 23
582 113.09 temperature 10 1440 > th dose dependent sin 17 NA
630 113.21 temperature 20 1440 > th dose dependent rect. 22 1
690 113.31 temperature 10 1440 > th dose dependent rect. 15 9
706 113.33 temperature 20 1440 > th dose dependent sin 6 NA
707 113.33 temperature 30 720 < th dose dependent no NA NA
844 113.53 temperature 30 720 < th dose dependent rect. 14 23