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Os12g0147200

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 : 8.23 (0.0477) R2 : 0.505
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.29 (0.153) R2dE : 0.536 R2E : 0.482
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.402 (0.103) R2dN8 : 0.0229 R2N8 : -0.0305
σ : 0.89
deviance : 365.23
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C
peak time of C : --
E
wheather : temperature
threshold : 22.4
memory length : 1966
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
352.32 0.882 8.24 0.18 0.76 3.01 2.3 0.762 -0.39 18.3 21.32 1392 -- --
350.05 0.871 8.25 0.0315 0.789 3.07 2.3 -- -0.393 17.7 22.36 1316 -- --
364.49 0.889 8.24 0.249 0.758 2.95 -- 0.824 -0.378 18.6 21.77 1406 -- --
363.48 0.888 8.25 -0.0108 0.792 3.01 -- -- -0.393 18.1 22.3 1340 -- --
365.06 0.89 8.19 0.376 -- 3.17 -- 1.57 -0.3 -- 21.96 1965 -- --
676.23 1.22 8.1 1.07 0.676 -- 1.76 -- 0.266 19.5 -- -- -- --
684.22 1.22 8.1 1.02 0.677 -- -- -- 0.267 20.1 -- -- -- --
365 0.89 8.23 -0.0873 -- 3.31 -- -- -0.412 -- 22.39 1962 -- --
363.49 0.888 8.25 -- 0.793 3 -- -- -0.388 18.1 22.33 1340 -- --
709.33 1.24 8.08 1.01 -- -- -- -- 0.258 -- -- -- -- --
711.67 1.25 8.12 -- 0.671 -- -- -- 0.153 20.2 -- -- -- --
365.23 0.89 8.23 -- -- 3.29 -- -- -0.402 -- 22.4 1966 -- --
736.46 1.27 8.11 -- -- -- -- -- 0.146 -- -- -- -- --

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
1 354.50 temperature 20 1440 > th dose dependent rect. 9 16
22 355.71 temperature 20 1440 > th dose dependent sin 19 NA
36 356.30 temperature 20 1440 > th dose dependent rect. 1 20
42 356.44 temperature 10 1440 > th dose dependent rect. 9 12
156 358.03 temperature 20 1440 > th dose dependent no NA NA
228 359.02 temperature 20 1440 > th dose dependent rect. 11 3
233 359.15 temperature 20 1440 > th dose dependent rect. 13 23
913 367.61 temperature 30 1440 < th dose dependent rect. 8 15
963 368.25 temperature 10 1440 > th dose dependent no NA NA