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Os09g0538900

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 : 6.53 (0.0449) R2 : 0.712
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.73 (0.114) R2dC : 0.41 R2C : 0.566
β3 : -1.86 (0.149) R2dE : 0.125 R2E : 0.295
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.256 (0.0989) R2dN8 : 0.00613 R2N8 : 0.0215
σ : 0.834
deviance : 320.65
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C
peak time of C : 1.48
E
wheather : temperature
threshold : 21.88
memory length : 778
response mode : < th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 0.804
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 independent, type of G = sin)

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
313.28 0.832 6.54 0.229 2.79 -1.69 1.03 0.972 0.258 1.47 21.9 799 2.04 --
314.69 0.826 6.51 0.453 2.78 -1.74 0.752 -- 0.294 1.52 21.89 781 1.38 --
316.49 0.829 6.53 0.28 2.83 -1.64 -- 0.668 0.283 1.49 21.9 783 1.8 --
315.87 0.828 6.51 0.442 2.76 -1.73 -- -- 0.327 1.46 21.9 772 1.02 --
379.2 0.907 6.33 0.71 -- -3.89 -- -0.0747 0.974 -- 30.9 1174 2.73 --
403.5 0.942 6.43 0.897 3.22 -- 0.265 -- 0.764 1.08 -- -- -- --
403.79 0.941 6.43 0.887 3.22 -- -- -- 0.762 1.08 -- -- -- --
378.13 0.906 6.35 0.681 -- -3.77 -- -- 0.931 -- 31.2 1143 2.48 --
320.65 0.834 6.53 -- 2.73 -1.86 -- -- 0.256 1.48 21.88 778 0.804 --
1045.55 1.51 6.38 1.01 -- -- -- -- 0.826 -- -- -- -- --
424.53 0.964 6.45 -- 3.23 -- -- -- 0.664 1.09 -- -- -- --
390.04 0.92 6.38 -- -- -3.89 -- -- 0.876 -- 30.8 1152 2.52 --
1072.41 1.53 6.4 -- -- -- -- -- 0.714 -- -- -- -- --

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
1 314.04 temperature 10.0 720 > th dose dependent rect. 23 13
3 314.31 temperature 10.0 720 > th dose dependent rect. 24 11
16 317.01 temperature 10.0 270 > th dose dependent rect. 24 20
18 317.14 temperature 25.0 720 < th dose dependent rect. 22 13
36 318.91 temperature 15.0 720 > th dose dependent rect. 24 5
41 319.21 temperature 10.0 90 > th dose dependent rect. 3 17
42 319.23 temperature 25.0 720 < th dose dependent rect. 3 4
57 319.93 temperature 20.0 720 > th dose dependent sin 8 NA
73 320.43 temperature 25.0 720 < th dose dependent sin 7 NA
81 320.58 temperature 30.0 270 < th dose dependent rect. 5 8
257 325.96 temperature 20.0 720 > th dose dependent rect. 3 1
271 326.40 temperature 20.0 720 < th dose independent rect. 3 4
391 329.30 temperature 20.0 720 > th dose independent rect. 24 5
417 330.00 temperature 20.0 720 > th dose independent rect. 24 11
423 330.09 temperature 20.0 720 > th dose independent rect. 23 13
432 330.36 temperature 20.0 720 < th dose independent rect. 23 8
462 330.96 temperature 20.0 720 < th dose independent rect. 22 11
468 331.06 temperature 25.0 270 < th dose independent rect. 6 7
509 331.85 temperature 20.0 720 > th dose independent rect. 3 2
539 332.67 temperature 30.0 270 < th dose dependent rect. 5 19
573 333.35 temperature 20.0 720 < th dose independent sin 8 NA
670 334.70 temperature 30.0 270 < th dose dependent rect. 9 1
692 335.03 precipitation 0.1 43200 < th dose independent rect. 6 1
693 335.03 precipitation 0.1 43200 < th dose dependent rect. 6 1
699 335.16 temperature 25.0 270 < th dose dependent rect. 7 2
724 335.52 temperature 20.0 720 > th dose independent sin 8 NA
756 335.95 precipitation 0.1 43200 > th dose independent rect. 6 1
758 335.95 precipitation 0.1 43200 > th dose dependent rect. 6 1
774 336.09 radiation 40.0 30 < th dose independent rect. 3 17
887 337.22 radiation 40.0 30 < th dose dependent rect. 3 17