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Os10g0504200

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

Description : Cytochrome b561 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.87 (0.0294) R2 : 0.541
β1 : -1.63 (0.125) R2dD : 0.251 R2D : 0.0499
β2 : 1.1 (0.0685) R2dC : 0.262 R2C : 0.272
β3 : 1.72 (0.151) R2dE : 0.197 R2E : 0.0243
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0949 (0.0668) R2dN8 : 0.00302 R2N8 : 0.0225
σ : 0.538
deviance : 133.51
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C
peak time of C : 23.2
E
wheather : temperature
threshold : 18.39
memory length : 2770
response mode : > th
dose dependency : dose independent
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 independent, 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
131.44 0.539 7.95 -1.87 1.08 0.997 -0.0647 -1.95 0.000946 23.4 19.6 2648 -- --
136.8 0.545 7.89 -1.59 1.1 1.46 -0.000318 -- 0.0781 23.3 19.2 2723 -- --
131.45 0.534 7.95 -1.87 1.08 0.998 -- -1.95 0.000639 23.4 19.6 2648 -- --
133.51 0.538 7.87 -1.63 1.1 1.72 -- -- 0.0949 23.2 18.39 2770 -- --
201.26 0.661 7.92 -1.86 -- 1.23 -- -1.69 -0.00558 -- 19.7 2414 -- --
172.11 0.615 7.81 -0.889 1.13 -- -0.226 -- 0.377 23.6 -- -- -- --
172.33 0.615 7.81 -0.88 1.13 -- -- -- 0.378 23.5 -- -- -- --
202.41 0.663 7.88 -1.57 -- 1.78 -- -- 0.0691 -- 18.4 2387 -- --
183.38 0.631 7.8 -- 1.08 1.11 -- -- 0.423 23.2 17.9 1312 -- --
252.94 0.743 7.79 -0.849 -- -- -- -- 0.391 -- -- -- -- --
192.72 0.649 7.79 -- 1.12 -- -- -- 0.476 23.5 -- -- -- --
252.01 0.739 7.79 -- -- 1.35 -- -- 0.397 -- 17.8 746 -- --
271.94 0.77 7.77 -- -- -- -- -- 0.485 -- -- -- -- --

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
1 127.52 temperature 20 4320 > th dose independent rect. 20 2
2 127.71 temperature 20 1440 < th dose independent rect. 22 4
3 127.84 temperature 20 1440 < th dose independent rect. 23 2
9 128.23 temperature 20 1440 > th dose independent rect. 23 2
11 128.28 temperature 20 1440 > th dose independent rect. 22 4
31 128.97 temperature 20 4320 < th dose independent rect. 20 2
37 129.17 temperature 20 1440 < th dose independent rect. 22 9
48 129.51 temperature 20 1440 > th dose independent rect. 21 10
119 130.53 temperature 20 1440 < th dose independent sin 9 NA
122 130.58 temperature 20 1440 > th dose independent sin 9 NA
149 130.88 temperature 20 1440 > th dose independent rect. 5 2
188 131.49 temperature 20 1440 < th dose independent rect. 5 2
206 131.78 temperature 20 1440 > th dose independent rect. 3 1
214 131.85 humidity 80 14400 > th dose dependent rect. 5 2
216 131.92 temperature 20 1440 < th dose independent rect. 3 1
340 133.70 humidity 80 14400 > th dose dependent rect. 23 9
423 134.72 temperature 20 1440 < th dose dependent rect. 3 1
426 134.79 humidity 50 14400 > th dose dependent rect. 23 2
440 134.89 humidity 50 14400 > th dose dependent rect. 5 2
445 134.94 humidity 60 14400 > th dose dependent rect. 22 9
473 135.17 temperature 20 1440 < th dose dependent rect. 2 3
495 135.33 radiation 30 4320 < th dose independent rect. 16 16
509 135.49 wind 1 14400 > th dose independent rect. 24 2
579 135.95 humidity 60 14400 > th dose dependent rect. 22 5
602 136.13 humidity 90 14400 < th dose independent rect. 6 1
617 136.24 radiation 10 4320 > th dose dependent rect. 17 14
625 136.30 temperature 20 4320 < th dose dependent rect. 22 3
677 136.59 radiation 30 4320 < th dose independent rect. 2 6
691 136.64 radiation 30 4320 < th dose independent rect. 7 1
693 136.65 radiation 30 4320 < th dose independent rect. 4 4
704 136.68 humidity 60 43200 < th dose dependent rect. 20 13
788 137.03 radiation 10 4320 > th dose dependent rect. 6 1
870 137.34 radiation 10 4320 > th dose dependent rect. 16 16
897 137.45 atmosphere 995 43200 < th dose independent rect. 1 13
938 137.63 temperature 20 1440 > th dose independent no NA NA
964 137.70 wind 1 4320 < th dose dependent rect. 6 1
974 137.74 temperature 20 1440 < th dose independent no NA NA
977 137.77 humidity 60 43200 < th dose independent rect. 20 13
984 137.82 temperature 10 1440 > th dose dependent rect. 1 2