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Os02g0743500

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

Description : Similar to EDR1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.9 (0.014) R2 : 0.514
β1 : 0.701 (0.0513) R2dD : 0.207 R2D : 0.204
β2 : 0.562 (0.0333) R2dC : 0.305 R2C : 0.314
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0646 (0.0299) R2dN8 : 0.00667 R2N8 : -0.00655
σ : 0.263
deviance : 31.63
__
_____
C
peak time of C : 0.585
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
17.67 0.197 11.8 1.22 0.741 -0.874 -0.303 1.5 0.281 23.5 22.65 811 -- --
19.7 0.207 11.8 1.14 0.628 -0.799 -0.111 -- 0.263 0.253 16.5 6486 -- --
17.99 0.198 11.8 1.22 0.747 -0.88 -- 1.44 0.273 23.6 22.99 841 -- --
19.14 0.204 11.9 0.941 0.681 -0.691 -- -- 0.221 0.23 21.03 2246 -- --
25.68 0.237 11.8 1.07 -- -1.08 -- 0.91 0.283 -- 20.8 22 -- --
31.44 0.263 11.9 0.693 0.561 -- -0.211 -- 0.0636 0.565 -- -- -- --
31.63 0.263 11.9 0.701 0.562 -- -- -- 0.0646 0.585 -- -- -- --
25.26 0.235 11.8 0.949 -- -1.14 -- -- 0.252 -- 17.87 16 -- --
38.24 0.288 11.9 -- 0.674 -0.541 -- -- 0.0118 23.7 25.21 859 -- --
51.44 0.335 11.9 0.721 -- -- -- -- 0.0743 -- -- -- -- --
44.59 0.312 11.9 -- 0.573 -- -- -- -0.0134 0.645 -- -- -- --
47.53 0.322 11.9 -- -- -0.86 -- -- 0.115 -- 19.7 18 -- --
65.15 0.377 11.9 -- -- -- -- -- -0.00566 -- -- -- -- --

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 17.44 radiation 1.0 14400 < th dose independent rect. 17 13
2 17.46 radiation 1.0 14400 > th dose independent rect. 17 13
3 17.49 radiation 1.0 14400 < th dose independent rect. 16 3
27 17.58 radiation 1.0 14400 > th dose independent rect. 17 2
64 17.70 radiation 1.0 14400 < th dose independent sin 15 NA
67 17.71 radiation 1.0 14400 > th dose independent rect. 5 1
68 17.71 radiation 1.0 14400 < th dose independent rect. 5 1
88 17.77 radiation 1.0 14400 < th dose independent rect. 8 11
158 17.82 temperature 20.0 720 > th dose dependent rect. 6 18
159 17.83 radiation 1.0 14400 > th dose independent sin 14 NA
182 17.84 radiation 1.0 14400 < th dose dependent rect. 16 7
184 17.85 precipitation 0.1 43200 < th dose independent rect. 17 2
210 17.85 precipitation 0.1 43200 < th dose dependent rect. 17 2
211 17.85 radiation 1.0 14400 < th dose dependent rect. 16 3
217 17.86 precipitation 0.1 43200 > th dose independent rect. 17 2
254 17.92 radiation 1.0 14400 > th dose independent rect. 8 22
255 17.92 radiation 1.0 14400 > th dose independent rect. 16 22
273 17.94 radiation 1.0 14400 > th dose independent rect. 8 11
298 17.95 radiation 1.0 14400 < th dose independent rect. 5 14
342 17.97 radiation 1.0 14400 < th dose independent no NA NA
507 18.05 radiation 1.0 14400 < th dose dependent sin 16 NA
508 18.05 radiation 1.0 14400 < th dose dependent rect. 5 1
512 18.06 radiation 1.0 14400 > th dose independent rect. 5 14
531 18.06 precipitation 0.1 43200 > th dose dependent rect. 16 3
542 18.08 radiation 1.0 14400 > th dose independent no NA NA
586 18.08 radiation 1.0 14400 > th dose independent rect. 10 23
637 18.13 radiation 1.0 14400 < th dose dependent rect. 8 11
797 18.22 precipitation 0.1 43200 > th dose dependent rect. 17 5
812 18.24 wind 5.0 43200 > th dose independent rect. 11 1
813 18.24 humidity 90.0 43200 < th dose independent rect. 20 2
817 18.25 humidity 90.0 43200 > th dose dependent rect. 21 1
848 18.27 radiation 1.0 14400 < th dose dependent rect. 22 8
863 18.29 wind 5.0 43200 < th dose independent rect. 11 1
882 18.32 temperature 20.0 720 > th dose dependent sin 20 NA
884 18.32 radiation 40.0 14400 < th dose dependent rect. 18 2
885 18.32 temperature 10.0 720 > th dose dependent rect. 7 17
906 18.33 radiation 1.0 14400 < th dose dependent rect. 5 14
908 18.33 radiation 1.0 14400 < th dose dependent rect. 5 17
996 18.36 radiation 1.0 14400 < th dose dependent no NA NA