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Os02g0284800

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 : 9.83 (0.0277) R2 : 0.766
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.38 (0.074) R2dC : 0.556 R2C : 0.352
β3 : 2.68 (0.0967) R2dE : 0.421 R2E : 0.201
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.153 (0.0586) R2dN8 : 0.00458 R2N8 : -0.00714
σ : 0.518
deviance : 123.67
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C
peak time of C : 17.9
E
wheather : temperature
threshold : 18.6
memory length : 35
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 20.8
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 = sin)

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
119.11 0.513 9.82 0.192 2.43 2.61 0.962 1.52 -0.115 17.9 18.6 40 21 --
122.06 0.515 9.83 0.081 2.47 2.62 0.794 -- -0.144 17.8 18.51 40 21.1 --
121.3 0.513 9.8 0.208 2.41 2.59 -- 1.58 -0.0842 17.8 18.68 37 20.9 --
123.63 0.518 9.83 0.0517 2.35 2.64 -- -- -0.142 17.9 18.64 36 20.8 --
163.4 0.595 9.77 0.0197 -- 3.23 -- 0.679 -0.0773 -- 11.79 203 17 --
183.07 0.634 9.73 0.405 2.45 -- 1.19 -- 0.122 15.4 -- -- -- --
187.51 0.641 9.73 0.426 2.46 -- -- -- 0.128 15.4 -- -- -- --
152.33 0.575 9.76 0.119 -- 3.2 -- -- -0.0317 -- 9.173 32 15 --
123.67 0.518 9.83 -- 2.38 2.68 -- -- -0.153 17.9 18.6 35 20.8 --
526.37 1.07 9.73 0.323 -- -- -- -- 0.0635 -- -- -- -- --
192.3 0.649 9.74 -- 2.45 -- -- -- 0.081 15.4 -- -- -- --
152.12 0.574 9.76 -- -- 3.28 -- -- -0.0488 -- 10.26 17 14.8 --
529.11 1.07 9.74 -- -- -- -- -- 0.0277 -- -- -- -- --

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
1 113.30 temperature 30 90 < th dose dependent rect. 3 16
2 113.52 temperature 30 90 < th dose dependent rect. 3 18
9 118.37 temperature 30 10 < th dose dependent rect. 3 19
11 119.25 temperature 15 10 > th dose dependent rect. 6 22
15 119.56 temperature 15 90 > th dose dependent rect. 6 21
23 120.05 temperature 20 30 > th dose dependent sin 3 NA
36 121.08 temperature 30 90 < th dose dependent rect. 1 22
79 122.68 temperature 30 30 < th dose dependent sin 2 NA
170 126.86 temperature 30 10 < th dose dependent rect. 24 22
225 128.70 temperature 25 90 < th dose independent rect. 3 18
264 130.24 temperature 20 10 > th dose dependent rect. 6 10
327 131.67 temperature 15 270 > th dose dependent rect. 5 9
403 133.54 temperature 20 30 > th dose dependent rect. 19 23
415 133.76 temperature 20 10 > th dose dependent rect. 22 18
463 134.92 temperature 20 90 > th dose dependent rect. 21 18
472 135.17 temperature 10 270 > th dose dependent rect. 21 13
590 137.00 temperature 20 10 > th dose dependent rect. 21 23
599 137.15 temperature 20 270 > th dose dependent rect. 19 19
622 137.52 temperature 25 10 > th dose dependent rect. 4 12
663 137.95 temperature 20 10 > th dose dependent no NA NA
910 140.13 temperature 20 10 > th dose dependent rect. 1 23
972 140.65 temperature 20 10 > th dose dependent rect. 17 23