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Os04g0617200

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 : 6.93 (0.0436) R2 : 0.829
β1 : 1.95 (0.195) R2dD : 0.0671 R2D : 0.0399
β2 : 3.91 (0.0995) R2dC : 0.601 R2C : 0.663
β3 : -2.59 (0.203) R2dE : 0.0863 R2E : 0.185
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -4.01 (0.657) R2dD*E : 0.0265 R2D*E : -0.0771
γ1 : 0.652 (0.0986) R2dN8 : 0.0285 R2N8 : 0.0301
σ : 0.761
deviance : 266.76
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C
peak time of C : 22.4
E
wheather : temperature
threshold : 25.2
memory length : 495
response mode : < th
dose dependency : dose dependent
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 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
253.92 0.749 6.91 1.99 3.8 -2.66 -2.06 -4.78 0.681 22.3 25.11 634 -- --
284.22 0.785 6.97 1.17 3.75 -2.22 -1.37 -- 0.636 22.2 27.75 969 -- --
266.76 0.761 6.93 1.95 3.91 -2.59 -- -4.01 0.652 22.4 25.2 495 -- --
286.12 0.788 7.01 1.29 3.81 -2.23 -- -- 0.49 22.4 25.79 612 -- --
967.76 1.45 6.97 1.02 -- -5.07 -- -2.56 0.111 -- 29.7 774 -- --
357.65 0.887 6.91 1.81 4.15 -- -1.21 -- 0.987 22.2 -- -- -- --
363.52 0.893 6.91 1.86 4.15 -- -- -- 0.99 22.2 -- -- -- --
978.3 1.46 7.04 0.523 -- -5.13 -- -- 0.00492 -- 30.09 774 -- --
301.17 0.808 7.08 -- 4.1 -2.02 -- -- 0.222 22.2 59.82 25429 -- --
1411.28 1.76 6.8 1.92 -- -- -- -- 0.999 -- -- -- -- --
454.71 0.997 6.95 -- 4.16 -- -- -- 0.783 22.3 -- -- -- --
984.2 1.46 7.04 -- -- -5.33 -- -- -0.0857 -- 30.07 778 -- --
1508.68 1.81 6.84 -- -- -- -- -- 0.786 -- -- -- -- --

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
1 250.12 temperature 20 720 > th dose dependent rect. 21 14
3 251.93 temperature 10 720 > th dose dependent rect. 21 15
4 252.09 temperature 25 720 < th dose dependent rect. 20 21
16 253.08 temperature 30 720 < th dose dependent rect. 20 17
22 253.38 temperature 30 720 < th dose dependent rect. 20 15
29 253.76 temperature 25 720 < th dose dependent rect. 3 22
43 254.07 temperature 25 720 < th dose dependent rect. 15 21
71 254.74 temperature 20 720 > th dose dependent sin 8 NA
78 254.89 temperature 25 720 < th dose dependent no NA NA
152 257.81 temperature 30 720 < th dose dependent sin 8 NA
173 258.47 temperature 15 720 > th dose dependent rect. 17 18
263 261.17 temperature 10 720 > th dose dependent rect. 22 6
307 262.54 temperature 25 1440 < th dose dependent rect. 4 8
470 266.02 temperature 30 270 < th dose dependent rect. 4 9
855 270.42 temperature 10 1440 > th dose dependent rect. 4 1
920 270.75 temperature 25 1440 < th dose dependent rect. 19 6
926 270.76 temperature 10 270 > th dose dependent rect. 21 23