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Os07g0618000

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 : 9.85 (0.0483) R2 : 0.505
β1 : -2.24 (0.178) R2dD : 0.182 R2D : 0.00267
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.61 (0.145) R2dE : 0.369 R2E : 0.163
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.33 (0.105) R2dN8 : 0.231 R2N8 : 0.00707
σ : 0.899
deviance : 372.31
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C
peak time of C : --
E
wheather : temperature
threshold : 15.74
memory length : 651
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 20.9
open length of G : 7.93

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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 = rect.)

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
351.64 0.881 9.87 -2.51 0.325 2.54 -1.63 -1.58 -1.35 0.492 15.54 690 21.3 7.27
353.16 0.875 9.86 -2.29 0.423 2.48 -1.87 -- -1.31 1.8 16.08 670 21.3 7.98
362.83 0.887 9.87 -2.46 0.342 2.49 -- -1.57 -1.35 1.12 16.09 687 21.3 7.25
365.44 0.89 9.85 -2.23 0.533 2.43 -- -- -1.31 1.65 16.1 682 21.6 7.65
365.99 0.891 9.87 -2.5 -- 2.62 -- -2.12 -1.36 -- 15.52 651 20.9 7.78
419.79 0.961 9.72 -1.83 2.01 -- -0.928 -- -0.94 5.45 -- -- -- --
421.75 0.962 9.72 -1.83 2.01 -- -- -- -0.936 5.55 -- -- -- --
372.31 0.899 9.85 -2.24 -- 2.61 -- -- -1.33 -- 15.74 651 20.9 7.93
471.97 1.01 9.77 -- 1.28 2.45 -- -- -0.948 0.77 10.71 546 0.695 6.33
631.78 1.17 9.75 -1.76 -- -- -- -- -0.887 -- -- -- -- --
509.88 1.06 9.67 -- 1.98 -- -- -- -0.732 5.59 -- -- -- --
490.63 1.03 9.77 -- -- 2.28 -- -- -0.904 -- 12.37 416 21.2 10.9
713.75 1.25 9.7 -- -- -- -- -- -0.691 -- -- -- -- --

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
1 352.80 temperature 15.0 720 > th dose dependent rect. 21 7
17 359.21 temperature 15.0 270 > th dose dependent rect. 1 9
18 359.35 temperature 30.0 720 < th dose dependent rect. 20 11
23 359.80 temperature 15.0 10 > th dose dependent sin 7 NA
25 359.90 temperature 10.0 720 > th dose dependent sin 11 NA
30 360.10 temperature 10.0 720 > th dose dependent rect. 18 15
37 361.12 humidity 50.0 14400 > th dose dependent rect. 22 8
60 361.66 humidity 80.0 14400 > th dose dependent rect. 3 4
91 362.87 temperature 20.0 270 > th dose independent rect. 1 9
105 363.17 humidity 80.0 14400 > th dose dependent rect. 1 6
156 363.75 precipitation 0.1 43200 < th dose independent rect. 7 1
157 363.75 precipitation 0.1 43200 < th dose dependent rect. 7 1
161 363.88 temperature 20.0 270 > th dose independent rect. 15 18
165 364.00 humidity 50.0 14400 > th dose dependent rect. 23 2
226 364.85 humidity 50.0 14400 > th dose dependent rect. 4 3
235 365.00 temperature 30.0 30 < th dose dependent rect. 23 16
248 365.29 precipitation 0.1 43200 > th dose dependent rect. 7 1
257 365.37 precipitation 0.1 43200 > th dose independent rect. 7 1
293 365.93 temperature 25.0 720 < th dose dependent sin 11 NA
307 366.12 temperature 30.0 10 < th dose dependent rect. 23 13
433 367.84 precipitation 0.1 43200 > th dose independent rect. 1 7
438 367.88 precipitation 0.1 43200 < th dose independent rect. 1 7
440 367.88 precipitation 0.1 43200 < th dose dependent rect. 1 7
447 368.02 precipitation 0.1 43200 > th dose independent rect. 3 5
451 368.07 precipitation 0.1 43200 < th dose independent rect. 3 5
452 368.07 precipitation 0.1 43200 < th dose dependent rect. 3 5
456 368.15 precipitation 0.1 43200 > th dose dependent rect. 1 7
495 368.53 precipitation 0.1 43200 > th dose dependent rect. 3 5
507 368.60 humidity 90.0 43200 < th dose independent rect. 6 1
540 368.90 temperature 30.0 10 < th dose dependent sin 7 NA
611 369.37 humidity 80.0 43200 > th dose dependent rect. 7 1
621 369.45 temperature 25.0 720 < th dose dependent rect. 23 2
637 369.52 humidity 90.0 14400 < th dose dependent rect. 22 3
767 370.48 humidity 90.0 43200 > th dose independent rect. 6 1
800 370.73 humidity 80.0 43200 > th dose dependent rect. 5 5
829 370.86 temperature 20.0 720 > th dose independent rect. 21 4
865 371.06 humidity 90.0 14400 < th dose independent rect. 23 1
867 371.08 humidity 90.0 14400 < th dose independent rect. 22 9
900 371.35 temperature 20.0 720 > th dose independent rect. 22 7
928 371.55 temperature 20.0 720 > th dose independent rect. 19 7