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Os11g0131100

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

Description : VQ domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.3 (0.0232) R2 : 0.607
β1 : 0.985 (0.0861) R2dD : 0.128 R2D : 0.0354
β2 : 0.846 (0.0566) R2dC : 0.193 R2C : 0.189
β3 : -1.31 (0.069) R2dE : 0.395 R2E : 0.288
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.056 (0.0534) R2dN8 : 0.00158 R2N8 : -0.0214
σ : 0.421
deviance : 81.8
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C
peak time of C : 8.52
E
wheather : temperature
threshold : 22.21
memory length : 1451
response mode : > th
dose dependency : dose independent
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 independent, 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
85.44 0.434 13.3 1.14 0.805 -1.51 0.345 -0.414 0.0493 8.24 21.41 2604 -- --
83.28 0.425 13.3 1.06 0.827 -1.31 0.574 -- 0.0616 8.28 22.2 1928 -- --
81.65 0.421 13.3 0.903 0.829 -1.31 -- -0.293 0.0329 8.57 22.1 1477 -- --
81.8 0.421 13.3 0.985 0.846 -1.31 -- -- 0.056 8.52 22.21 1451 -- --
110.02 0.489 13.3 0.883 -- -1.27 -- -0.161 0.0392 -- 22.3 809 -- --
145.53 0.566 13.4 0.507 0.843 -- 0.272 -- -0.385 8.73 -- -- -- --
145.76 0.565 13.4 0.516 0.841 -- -- -- -0.384 8.8 -- -- -- --
110.11 0.489 13.3 0.934 -- -1.28 -- -- 0.05 -- 22.3 812 -- --
104.27 0.476 13.4 -- 0.839 -1.08 -- -- -0.113 8.36 22.3 1383 -- --
185.92 0.637 13.4 0.517 -- -- -- -- -0.378 -- -- -- -- --
152.79 0.578 13.4 -- 0.842 -- -- -- -0.442 8.76 -- -- -- --
131.19 0.533 13.4 -- -- -1.1 -- -- -0.0965 -- 22.37 793 -- --
192.98 0.648 13.5 -- -- -- -- -- -0.435 -- -- -- -- --

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 83.85 temperature 25 1440 < th dose dependent rect. 1 4
2 84.03 temperature 15 1440 > th dose dependent rect. 1 1
3 84.03 temperature 30 1440 < th dose dependent rect. 1 1
5 84.06 temperature 25 1440 < th dose dependent rect. 20 9
6 84.06 temperature 25 1440 < th dose dependent rect. 18 11
11 84.10 temperature 15 1440 > th dose dependent rect. 1 4
89 84.81 temperature 25 1440 < th dose dependent sin 13 NA
140 85.21 temperature 20 4320 > th dose independent rect. 22 1
243 86.17 temperature 20 1440 > th dose independent rect. 5 1
278 86.50 temperature 20 1440 < th dose independent rect. 3 3
289 86.58 temperature 20 1440 > th dose independent rect. 3 4
316 86.85 temperature 20 4320 < th dose independent rect. 21 2
409 87.46 temperature 20 4320 < th dose independent rect. 20 4
536 88.27 temperature 25 1440 < th dose dependent no NA NA
568 88.40 temperature 20 4320 > th dose independent rect. 18 7
576 88.44 temperature 20 4320 < th dose independent rect. 18 7
584 88.46 temperature 25 1440 < th dose dependent rect. 24 23
647 88.72 temperature 15 1440 > th dose dependent sin 11 NA
683 88.88 temperature 20 4320 > th dose independent rect. 16 10
876 89.56 temperature 20 4320 > th dose independent sin 15 NA
884 89.58 temperature 20 4320 < th dose independent sin 15 NA