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Os11g0664700

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 : 7.97 (0.0252) R2 : 0.321
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.708 (0.0662) R2dC : 0.168 R2C : 0.138
β3 : 0.909 (0.0822) R2dE : 0.183 R2E : 0.152
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0246 (0.0531) R2dN8 : 0.000175 R2N8 : -0.00115
σ : 0.472
deviance : 102.86
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C
peak time of C : 5.87
E
wheather : temperature
threshold : 27.5
memory length : 1762
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
99.64 0.469 7.97 0.0523 0.574 0.76 -0.823 1.21 -0.0713 6.06 24.27 1338 -- --
100.12 0.466 7.99 -0.27 0.682 0.92 -0.784 -- -0.0495 5.82 26.9 1700 -- --
101.12 0.468 7.97 0.0433 0.568 0.795 -- 1.25 -0.0788 6.48 23.98 1266 -- --
101.33 0.469 7.98 -0.252 0.699 0.95 -- -- -0.0248 5.91 27.16 1746 -- --
118.03 0.506 7.97 0.0963 -- 0.799 -- 1.39 -0.066 -- 23.89 1313 -- --
128.82 0.532 7.98 0.00804 0.645 -- -0.71 -- -0.027 5.62 -- -- -- --
130.06 0.534 7.98 0.00482 0.641 -- -- -- -0.0239 5.65 -- -- -- --
118.63 0.507 8.03 -0.298 -- 0.936 -- -- -0.169 -- 24.13 1307 -- --
102.86 0.472 7.97 -- 0.708 0.909 -- -- 0.0246 5.87 27.5 1762 -- --
151.38 0.575 7.99 0.0253 -- -- -- -- -0.00855 -- -- -- -- --
130.06 0.533 7.98 -- 0.641 -- -- -- -0.0244 5.65 -- -- -- --
120.75 0.512 8.02 -- -- 0.882 -- -- -0.133 -- 24.4 1309 -- --
151.4 0.574 7.99 -- -- -- -- -- -0.0114 -- -- -- -- --

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 94.04 temperature 15 270 > th dose dependent rect. 1 17
18 96.43 temperature 15 10 > th dose dependent rect. 2 18
19 96.53 temperature 15 270 > th dose dependent rect. 10 9
44 97.62 temperature 25 1440 > th dose dependent rect. 13 2
117 99.09 temperature 25 1440 > th dose dependent rect. 11 16
182 99.38 temperature 25 1440 > th dose dependent sin 20 NA
222 99.55 temperature 25 1440 > th dose dependent rect. 23 19
284 99.72 temperature 15 270 > th dose dependent rect. 10 21
307 99.76 temperature 30 270 < th dose independent rect. 5 20
355 99.83 temperature 25 1440 > th dose dependent no NA NA
413 99.95 temperature 20 270 > th dose dependent rect. 11 19
553 100.65 temperature 30 270 < th dose independent rect. 6 18
636 100.94 temperature 20 90 > th dose dependent rect. 13 7
779 101.12 temperature 30 270 < th dose dependent rect. 5 20
780 101.13 temperature 10 1440 > th dose dependent sin 22 NA
856 101.19 temperature 25 270 > th dose independent rect. 11 7