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Os06g0471100

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

Description : Protein of unknown function DUF159 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.85 (0.0247) R2 : 0.723
β1 : -1.4 (0.0926) R2dD : 0.156 R2D : 0.00855
β2 : 1.72 (0.0661) R2dC : 0.457 R2C : 0.168
β3 : -2.94 (0.109) R2dE : 0.584 R2E : 0.119
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.344 (0.0563) R2dN8 : 0.0361 R2N8 : -0.0872
σ : 0.453
deviance : 94.67
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C
peak time of C : 6.61
E
wheather : temperature
threshold : 28.73
memory length : 114
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
93.37 0.454 7.83 -1.25 1.72 -2.94 -0.306 -0.824 -0.304 6.58 28.85 108 -- --
94.31 0.452 7.84 -1.36 1.75 -2.91 -0.331 -- -0.323 6.66 28.71 116 -- --
93.37 0.45 7.83 -1.22 1.73 -2.96 -- -0.989 -0.302 6.6 28.5 114 -- --
94.67 0.453 7.85 -1.4 1.72 -2.94 -- -- -0.344 6.61 28.73 114 -- --
196.52 0.656 7.82 -1.05 -- -2.84 -- -1.53 -0.125 -- 24.2 44 -- --
210.04 0.679 7.71 -0.634 1.38 -- -0.654 -- 0.266 8.74 -- -- -- --
211.45 0.681 7.71 -0.655 1.38 -- -- -- 0.266 8.75 -- -- -- --
200.51 0.662 7.85 -1.26 -- -2.7 -- -- -0.173 -- 24.26 35 -- --
140.49 0.552 7.77 -- 1.67 -2.42 -- -- -0.0142 7 30.86 123 -- --
320.14 0.836 7.75 -0.653 -- -- -- -- 0.277 -- -- -- -- --
222.77 0.698 7.7 -- 1.38 -- -- -- 0.339 8.79 -- -- -- --
238.95 0.722 7.81 -- -- -2.26 -- -- 0.0107 -- 24.48 39 -- --
331.39 0.85 7.73 -- -- -- -- -- 0.35 -- -- -- -- --

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 85.00 temperature 30 720 < th dose dependent rect. 6 18
18 89.14 temperature 30 270 < th dose dependent rect. 11 22
25 89.62 temperature 15 720 > th dose dependent rect. 7 18
41 90.81 temperature 30 720 < th dose dependent sin 20 NA
79 92.67 temperature 30 90 < th dose dependent rect. 5 23
80 92.75 temperature 10 1440 > th dose dependent rect. 9 5
210 94.45 temperature 15 90 > th dose dependent rect. 7 23
234 94.63 temperature 10 1440 > th dose dependent sin 20 NA
324 95.16 temperature 30 90 < th dose dependent no NA NA
409 95.54 temperature 10 1440 > th dose dependent rect. 18 23
411 95.55 temperature 10 1440 > th dose dependent no NA NA
417 95.57 temperature 10 1440 > th dose dependent rect. 16 23
428 95.60 temperature 10 1440 > th dose dependent rect. 22 23
486 95.78 temperature 20 1440 > th dose dependent rect. 19 20
494 95.79 temperature 10 1440 > th dose dependent rect. 13 23
637 96.13 temperature 30 30 < th dose dependent rect. 17 23
867 96.83 temperature 30 90 < th dose dependent rect. 15 23
910 97.02 temperature 30 90 < th dose dependent rect. 19 23
930 97.08 temperature 30 10 < th dose dependent rect. 13 23