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Os03g0711500

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

Description : Similar to Coatomer alpha subunit.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.4 (0.0161) R2 : 0.719
β1 : 1.64 (0.0591) R2dD : 0.496 R2D : 0.374
β2 : 0.634 (0.0383) R2dC : 0.17 R2C : 0.145
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.504 (0.0344) R2dN8 : 0.177 R2N8 : 0.0416
σ : 0.303
deviance : 41.97
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_____
C
peak time of C : 0.285
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 = humidity, 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
34.52 0.276 12.3 1.68 0.666 0.728 -0.137 -1.66 0.586 23.5 93.59 406 -- --
36.81 0.283 12.3 1.61 0.693 0.718 0.115 -- 0.606 23.2 92.43 430 -- --
34.58 0.274 12.3 1.68 0.661 0.732 -- -1.6 0.586 23.5 93.57 389 -- --
36.83 0.283 12.3 1.6 0.683 0.689 -- -- 0.598 23.2 92.38 432 -- --
54.56 0.346 12.3 1.6 -- 0.514 -- -0.265 0.613 -- 86.32 8 -- --
41.97 0.304 12.4 1.64 0.635 -- 0.0191 -- 0.504 0.282 -- -- -- --
41.97 0.303 12.4 1.64 0.634 -- -- -- 0.504 0.285 -- -- -- --
49.43 0.329 12.3 1.64 -- 0.529 -- -- 0.566 -- 73 2 -- --
103.29 0.473 12.4 -- 0.711 0.881 -- -- 0.467 22.9 91.62 411 -- --
67.29 0.383 12.3 1.66 -- -- -- -- 0.514 -- -- -- -- --
113.17 0.498 12.4 -- 0.658 -- -- -- 0.321 0.418 -- -- -- --
118.73 0.507 12.4 -- -- 0.606 -- -- 0.422 -- 81 5 -- --
140.38 0.553 12.4 -- -- -- -- -- 0.329 -- -- -- -- --

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 35.53 humidity 90.0 1440 > th dose dependent rect. 20 1
2 35.53 humidity 90.0 720 > th dose dependent rect. 18 8
14 36.04 humidity 90.0 720 > th dose dependent rect. 18 16
29 36.14 humidity 90.0 720 > th dose dependent rect. 5 21
32 36.16 radiation 10.0 1440 > th dose independent rect. 11 4
43 36.23 humidity 90.0 720 > th dose dependent sin 13 NA
56 36.32 radiation 1.0 1440 < th dose independent rect. 11 1
58 36.32 radiation 1.0 1440 < th dose dependent rect. 11 1
152 36.77 precipitation 0.1 270 > th dose independent rect. 2 2
159 36.79 humidity 90.0 720 > th dose dependent no NA NA
160 36.79 precipitation 0.1 270 > th dose dependent rect. 2 2
175 36.81 humidity 90.0 720 > th dose dependent rect. 8 23
192 36.89 humidity 90.0 1440 > th dose independent rect. 20 1
224 37.02 radiation 1.0 1440 < th dose dependent rect. 11 6
228 37.03 radiation 20.0 1440 < th dose dependent rect. 12 3
246 37.08 humidity 70.0 1440 < th dose independent rect. 14 1
247 37.08 humidity 90.0 1440 < th dose independent rect. 20 1
248 37.08 radiation 10.0 1440 < th dose dependent rect. 10 10
252 37.09 radiation 10.0 1440 > th dose independent rect. 11 7
268 37.09 radiation 10.0 1440 < th dose dependent rect. 10 14
270 37.09 radiation 10.0 1440 < th dose dependent rect. 10 16
294 37.15 humidity 80.0 1440 > th dose independent rect. 11 9
311 37.20 humidity 80.0 1440 < th dose independent rect. 11 9
314 37.21 humidity 70.0 1440 > th dose independent rect. 14 1
323 37.23 humidity 80.0 1440 > th dose independent rect. 11 4
388 37.32 humidity 70.0 1440 > th dose dependent rect. 18 1
395 37.34 humidity 80.0 1440 < th dose independent rect. 11 3
404 37.37 radiation 10.0 1440 < th dose dependent sin 17 NA
490 37.52 humidity 90.0 720 > th dose independent rect. 20 6
524 37.59 humidity 70.0 1440 > th dose dependent rect. 11 10
545 37.64 radiation 20.0 1440 < th dose independent rect. 12 2
546 37.64 radiation 1.0 1440 < th dose independent rect. 12 3
614 37.74 humidity 80.0 1440 > th dose independent sin 21 NA
643 37.76 humidity 80.0 1440 < th dose independent rect. 23 21
677 37.78 humidity 80.0 1440 < th dose independent rect. 1 19
729 37.82 humidity 80.0 1440 > th dose independent rect. 17 2
743 37.83 humidity 80.0 1440 < th dose independent sin 22 NA
754 37.84 humidity 80.0 1440 < th dose independent rect. 17 2
763 37.85 radiation 10.0 1440 > th dose independent sin 18 NA
797 37.86 humidity 70.0 1440 > th dose dependent rect. 11 3
805 37.87 temperature 20.0 30 > th dose independent rect. 22 8
809 37.87 humidity 80.0 1440 > th dose independent rect. 23 22
849 37.90 humidity 90.0 90 > th dose dependent rect. 24 12
898 37.93 humidity 90.0 90 > th dose dependent rect. 24 17
908 37.94 humidity 90.0 720 > th dose independent rect. 18 18
999 37.99 humidity 60.0 1440 > th dose dependent rect. 12 18