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Os02g0717100

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.89 (0.02) R2 : 0.736
β1 : 1.02 (0.0758) R2dD : 0.121 R2D : 0.223
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.47 (0.0939) R2dE : 0.475 R2E : 0.617
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.139 (0.0444) R2dN8 : 0.00852 R2N8 : 0.0247
σ : 0.369
deviance : 62.68
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C
peak time of C : --
E
wheather : temperature
threshold : 11.94
memory length : 690
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
50.62 0.334 9.98 0.364 0.204 2.35 0.504 -3.96 -0.0225 20.6 10.06 712 -- --
60.53 0.362 9.89 1.05 0.193 2.33 -0.375 -- 0.169 21.7 11.41 674 -- --
51.08 0.333 9.97 0.433 0.206 2.39 -- -3.56 -0.00312 22.6 6.721 647 -- --
60.89 0.363 9.89 1.06 0.196 2.34 -- -- 0.161 23 11.17 650 -- --
52.91 0.339 9.97 0.391 -- 2.53 -- -3.54 -0.029 -- 8.607 685 -- --
127.73 0.53 9.83 1.63 0.732 -- -0.0574 -- 0.518 20.7 -- -- -- --
127.74 0.529 9.83 1.64 0.732 -- -- -- 0.518 20.6 -- -- -- --
62.68 0.369 9.89 1.02 -- 2.47 -- -- 0.139 -- 11.94 690 -- --
87.1 0.435 9.93 -- 0.116 2.85 -- -- -0.0121 1.9 13.45 681 -- --
157.99 0.587 9.81 1.63 -- -- -- -- 0.512 -- -- -- -- --
198.22 0.659 9.87 -- 0.728 -- -- -- 0.336 20.8 -- -- -- --
87.37 0.435 9.93 -- -- 2.85 -- -- -0.0226 -- 12.32 718 -- --
228.37 0.705 9.85 -- -- -- -- -- 0.331 -- -- -- -- --

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 48.16 temperature 10 720 > th dose dependent rect. 12 23
3 48.87 temperature 10 720 > th dose dependent rect. 19 23
18 50.38 temperature 30 720 < th dose dependent rect. 15 21
24 50.57 temperature 15 720 > th dose dependent rect. 17 23
27 50.65 temperature 10 720 > th dose dependent no NA NA
45 51.06 temperature 10 720 > th dose dependent rect. 4 23
54 51.33 temperature 10 720 > th dose dependent rect. 1 23
77 51.68 temperature 15 720 > th dose dependent rect. 8 23
87 51.92 temperature 15 720 > th dose dependent rect. 6 23
90 51.96 temperature 30 720 < th dose dependent rect. 24 23
92 52.00 temperature 15 720 > th dose dependent rect. 23 23
118 52.76 temperature 30 720 < th dose dependent no NA NA
120 52.78 temperature 30 720 < th dose dependent rect. 20 23
157 53.51 temperature 30 720 < th dose dependent rect. 7 23
232 55.00 temperature 10 1440 > th dose dependent rect. 15 15
264 55.20 temperature 30 1440 < th dose dependent rect. 16 14
278 55.24 temperature 10 1440 > th dose dependent sin 14 NA
340 55.47 temperature 30 1440 < th dose dependent sin 14 NA
378 55.59 temperature 30 1440 < th dose dependent rect. 17 9
626 56.19 temperature 20 1440 > th dose dependent rect. 17 5