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Os02g0153000

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

Description : Protein of unknown function DUF547 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.86 (0.0241) R2 : 0.786
β1 : -2.69 (0.0922) R2dD : 0.47 R2D : 0.127
β2 : 1.07 (0.0564) R2dC : 0.172 R2C : 0.194
β3 : 2.37 (0.0857) R2dE : 0.45 R2E : 0.135
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.56 (0.0541) R2dN8 : 0.0772 R2N8 : -0.101
σ : 0.443
deviance : 90.29
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C
peak time of C : 23.5
E
wheather : temperature
threshold : 18.63
memory length : 1389
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
88.97 0.443 7.9 -3.02 1.07 2.32 0.0101 -1.29 -0.652 23.5 19.65 1389 -- --
90.3 0.443 7.86 -2.68 1.07 2.36 -0.0608 -- -0.556 23.4 18.82 1388 -- --
88.96 0.439 7.9 -3.03 1.06 2.32 -- -1.3 -0.652 23.5 19.67 1378 -- --
90.29 0.443 7.86 -2.69 1.07 2.37 -- -- -0.56 23.5 18.63 1389 -- --
141.22 0.553 7.88 -3.09 -- 2.62 -- -1.24 -0.679 -- 20.62 2385 -- --
241.13 0.728 7.74 -1.81 1.22 -- 0.119 -- -0.0226 23.9 -- -- -- --
241.19 0.727 7.74 -1.82 1.22 -- -- -- -0.0231 23.9 -- -- -- --
141.81 0.555 7.86 -2.97 -- 3.08 -- -- -0.642 -- 13.54 2372 -- --
249.95 0.736 7.75 -- 0.998 1.49 -- -- -0.0861 23.5 21.81 1263 -- --
335.24 0.856 7.71 -1.78 -- -- -- -- -0.00664 -- -- -- -- --
328.23 0.847 7.69 -- 1.2 -- -- -- 0.179 23.8 -- -- -- --
290.97 0.794 7.74 -- -- 1.98 -- -- -0.126 -- 21.8 982 -- --
418.82 0.955 7.67 -- -- -- -- -- 0.191 -- -- -- -- --

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 88.79 temperature 20 1440 > th dose dependent rect. 2 21
16 89.01 temperature 20 1440 > th dose dependent rect. 13 23
36 89.21 temperature 20 1440 > th dose dependent no NA NA
37 89.21 temperature 20 1440 > th dose dependent rect. 10 23
41 89.25 temperature 20 1440 > th dose dependent rect. 16 23
43 89.26 temperature 20 1440 > th dose dependent rect. 20 23
165 89.96 temperature 20 1440 > th dose dependent sin 17 NA
318 90.65 temperature 20 1440 > th dose dependent rect. 15 8
343 90.78 temperature 20 1440 > th dose dependent rect. 16 6
381 90.94 temperature 20 1440 > th dose dependent rect. 13 12
393 91.00 temperature 15 1440 > th dose dependent sin 2 NA
916 94.23 temperature 30 1440 < th dose dependent rect. 4 19
958 94.55 temperature 30 1440 < th dose dependent rect. 16 20