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Os10g0474100

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.06 (0.0278) R2 : 0.331
β1 : -1.15 (0.102) R2dD : 0.195 R2D : 0.192
β2 : 0.697 (0.0723) R2dC : 0.137 R2C : 0.131
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.042 (0.0593) R2dN8 : 0.000989 R2N8 : 0.00554
σ : 0.522
deviance : 124.23
__
_____
C
peak time of C : 5.32
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
110 0.493 8.99 -0.544 0.725 -0.793 -0.729 1.09 0.266 4.98 9.287 3829 -- --
111.08 0.491 9.03 -0.775 0.727 -0.842 -0.71 -- 0.203 4.97 11.26 3839 -- --
111.35 0.491 8.99 -0.559 0.719 -0.797 -- 1.02 0.265 5 10.2 3808 -- --
112.26 0.493 9.03 -0.792 0.723 -0.826 -- -- 0.2 4.98 10.8 3846 -- --
130.89 0.536 9.01 -0.687 -- -1.09 -- 1.8 0.268 -- 10.2 3808 -- --
123.09 0.52 9.06 -1.15 0.701 -- -0.676 -- 0.0389 5.28 -- -- -- --
124.23 0.522 9.06 -1.15 0.697 -- -- -- 0.042 5.32 -- -- -- --
133.64 0.541 9.04 -0.935 -- -1.05 -- -- 0.199 -- 10.8 3846 -- --
120.94 0.512 8.95 -- 0.7 -1.15 -- -- 0.542 5.25 -0.9193 14628 -- --
149.6 0.572 9.07 -1.13 -- -- -- -- 0.0594 -- -- -- -- --
159.11 0.59 9.03 -- 0.678 -- -- -- 0.17 5.38 -- -- -- --
146.05 0.563 8.96 -- -- -1.13 -- -- 0.552 -- 10.08 14933 -- --
183.08 0.632 9.04 -- -- -- -- -- 0.184 -- -- -- -- --

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
1 105.98 temperature 30.0 270 < th dose dependent rect. 15 18
3 106.20 humidity 80.0 270 > th dose independent rect. 4 7
4 106.53 temperature 15.0 270 > th dose dependent rect. 21 17
7 106.61 temperature 10.0 270 > th dose dependent rect. 7 22
11 106.69 temperature 15.0 10 > th dose dependent rect. 10 19
12 106.70 radiation 1.0 43200 < th dose dependent rect. 24 4
16 106.77 temperature 15.0 270 > th dose dependent rect. 19 20
24 106.99 humidity 70.0 270 > th dose dependent rect. 4 7
29 107.11 radiation 20.0 4320 < th dose independent rect. 24 6
39 107.30 humidity 70.0 270 > th dose dependent rect. 4 17
48 107.47 temperature 10.0 270 > th dose dependent rect. 20 8
59 107.60 radiation 1.0 43200 < th dose dependent rect. 22 6
69 107.73 humidity 90.0 720 < th dose independent rect. 6 16
83 107.90 radiation 1.0 43200 < th dose dependent rect. 24 1
102 108.10 humidity 60.0 10 > th dose dependent rect. 6 6
133 108.38 atmosphere 995.0 43200 < th dose dependent rect. 15 1
136 108.39 humidity 80.0 270 > th dose independent rect. 4 17
150 108.48 wind 5.0 43200 > th dose dependent rect. 18 3
159 108.55 humidity 80.0 43200 > th dose independent rect. 23 1
160 108.55 humidity 80.0 43200 > th dose independent rect. 4 4
161 108.55 humidity 80.0 270 < th dose independent rect. 8 7
170 108.58 temperature 15.0 30 > th dose dependent rect. 23 6
175 108.61 humidity 90.0 720 < th dose independent sin 22 NA
182 108.66 wind 9.0 43200 > th dose dependent rect. 19 2
185 108.68 atmosphere 995.0 43200 < th dose independent rect. 14 2
188 108.69 humidity 60.0 10 > th dose dependent rect. 6 17
190 108.70 humidity 60.0 270 > th dose dependent rect. 16 18
192 108.71 wind 5.0 43200 < th dose independent rect. 18 3
195 108.72 humidity 70.0 10 > th dose independent rect. 5 18
202 108.77 wind 5.0 43200 > th dose independent rect. 18 3
203 108.77 atmosphere 995.0 43200 > th dose independent rect. 13 3
208 108.78 humidity 90.0 720 > th dose independent rect. 7 14
226 108.85 temperature 20.0 90 > th dose independent rect. 10 19
235 108.89 humidity 80.0 43200 < th dose independent rect. 3 5
240 108.91 humidity 80.0 43200 > th dose independent rect. 22 11
252 108.94 temperature 10.0 4320 > th dose dependent rect. 13 1
281 109.00 temperature 20.0 90 > th dose independent rect. 23 6
293 109.03 humidity 90.0 720 > th dose independent sin 22 NA
294 109.03 wind 7.0 43200 > th dose independent rect. 20 1
321 109.10 humidity 80.0 43200 < th dose independent rect. 22 11
329 109.11 humidity 80.0 43200 < th dose dependent rect. 1 8
331 109.12 humidity 90.0 4320 < th dose independent rect. 17 1
342 109.13 wind 3.0 43200 > th dose dependent rect. 17 8
379 109.23 wind 5.0 43200 < th dose independent rect. 15 11
380 109.23 wind 5.0 43200 < th dose independent rect. 15 16
381 109.24 humidity 80.0 43200 < th dose independent rect. 1 8
392 109.26 wind 5.0 43200 < th dose independent rect. 16 9
476 109.38 wind 5.0 43200 > th dose independent rect. 15 11
505 109.43 wind 3.0 43200 > th dose dependent rect. 15 16
506 109.43 wind 3.0 43200 > th dose dependent rect. 14 18
517 109.44 temperature 30.0 270 < th dose dependent rect. 3 6
542 109.46 wind 5.0 43200 > th dose independent rect. 15 16
544 109.46 wind 3.0 43200 > th dose dependent rect. 15 13
546 109.47 wind 5.0 43200 < th dose independent sin 15 NA
556 109.48 humidity 60.0 14400 < th dose dependent rect. 17 16
564 109.50 precipitation 0.1 4320 < th dose independent rect. 17 7
566 109.50 wind 3.0 43200 > th dose dependent sin 14 NA
569 109.50 precipitation 0.1 4320 < th dose dependent rect. 17 7
597 109.53 wind 5.0 43200 > th dose independent rect. 14 18
611 109.55 wind 9.0 43200 < th dose independent rect. 20 1
620 109.56 precipitation 0.1 4320 > th dose independent rect. 17 7
623 109.56 temperature 30.0 4320 < th dose dependent rect. 13 1
624 109.56 wind 3.0 43200 > th dose dependent rect. 17 5
642 109.58 temperature 30.0 4320 < th dose dependent rect. 13 5
686 109.63 wind 9.0 43200 < th dose independent rect. 18 3
716 109.66 wind 5.0 43200 > th dose independent sin 15 NA
719 109.66 humidity 90.0 720 < th dose independent rect. 10 10
734 109.67 temperature 20.0 90 > th dose independent rect. 23 17
739 109.67 temperature 30.0 4320 < th dose dependent rect. 12 10
818 109.74 temperature 10.0 4320 > th dose dependent sin 19 NA
868 109.77 radiation 1.0 1440 < th dose dependent rect. 16 19
882 109.78 wind 9.0 43200 < th dose dependent rect. 14 20
884 109.79 atmosphere 995.0 43200 > th dose independent sin 22 NA
885 109.79 temperature 20.0 270 > th dose independent rect. 20 8
899 109.79 wind 9.0 43200 < th dose dependent rect. 14 18
930 109.81 humidity 90.0 720 > th dose dependent rect. 7 14
936 109.82 wind 7.0 43200 < th dose independent rect. 15 1
944 109.82 wind 9.0 43200 > th dose dependent rect. 18 11
949 109.82 wind 9.0 43200 < th dose dependent rect. 14 16
953 109.82 radiation 1.0 1440 < th dose dependent rect. 16 17
955 109.82 wind 7.0 43200 < th dose dependent rect. 5 20
962 109.83 wind 9.0 43200 < th dose dependent sin 14 NA
968 109.83 wind 7.0 43200 < th dose dependent rect. 7 21
976 109.84 precipitation 0.1 43200 > th dose dependent rect. 20 2
987 109.84 wind 7.0 43200 < th dose dependent rect. 4 17
996 109.84 wind 7.0 43200 < th dose dependent rect. 24 22
997 109.85 humidity 80.0 43200 > th dose independent rect. 22 6