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Os02g0177700

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

Description : Protein of unknown function DUF588 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.4 (0.0241) R2 : 0.615
β1 : -1.27 (0.0925) R2dD : 0.192 R2D : 0.0856
β2 : 0.819 (0.057) R2dC : 0.185 R2C : 0.244
β3 : 1.4 (0.0959) R2dE : 0.238 R2E : 0.217
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.16 (0.0542) R2dN8 : 0.0128 R2N8 : 0.0527
σ : 0.442
deviance : 90.26
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C
peak time of C : 0.451
E
wheather : temperature
threshold : 17.09
memory length : 1282
response mode : > th
dose dependency : dose dependent
G
type of G : no
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
83.35 0.429 12.5 -2.08 0.894 1.3 0.656 -2.92 -0.0506 0.569 21.01 1410 -- --
90.96 0.444 12.4 -1.52 0.964 1.28 0.473 -- 0.0495 0.867 17.1 7869 -- --
85.05 0.43 12.5 -2.12 0.89 1.3 -- -2.95 -0.0485 0.507 21.4 1406 -- --
90.26 0.442 12.4 -1.27 0.819 1.4 -- -- 0.16 0.451 17.09 1282 -- --
115.51 0.501 12.5 -2.17 -- 1.75 -- -3.45 -0.0782 -- 21.46 1028 -- --
131.7 0.538 12.3 -0.783 0.977 -- 0.625 -- 0.463 0.709 -- -- -- --
133.36 0.541 12.3 -0.807 0.976 -- -- -- 0.46 0.672 -- -- -- --
119.02 0.508 12.4 -1.36 -- 1.97 -- -- 0.126 -- 16.2 984 -- --
126.66 0.524 12.4 -- 0.857 0.835 -- -- 0.38 0.4 21.01 1270 -- --
192.96 0.649 12.3 -0.772 -- -- -- -- 0.477 -- -- -- -- --
150.5 0.574 12.3 -- 0.963 -- -- -- 0.55 0.632 -- -- -- --
161.06 0.591 12.3 -- -- 1.22 -- -- 0.359 -- 20.98 990 -- --
208.67 0.674 12.3 -- -- -- -- -- 0.563 -- -- -- -- --

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 80.07 humidity 90 43200 > th dose dependent rect. 21 2
4 80.45 humidity 90 43200 > th dose independent rect. 22 1
6 80.54 humidity 90 43200 < th dose independent rect. 22 1
10 81.03 humidity 90 43200 > th dose independent rect. 20 3
14 81.33 humidity 90 43200 < th dose independent rect. 20 3
32 82.30 humidity 90 43200 > th dose dependent rect. 3 21
35 82.36 temperature 20 1440 > th dose dependent rect. 13 18
72 82.68 temperature 20 1440 > th dose dependent sin 15 NA
76 82.72 temperature 25 1440 < th dose independent rect. 8 16
86 82.79 humidity 90 43200 > th dose dependent rect. 8 18
95 82.87 temperature 25 1440 > th dose independent rect. 9 15
101 82.89 humidity 90 43200 > th dose dependent rect. 16 21
110 82.94 temperature 20 1440 > th dose dependent rect. 16 7
143 83.05 humidity 90 43200 > th dose dependent no NA NA
152 83.07 temperature 25 1440 < th dose independent rect. 6 18
184 83.19 humidity 90 43200 > th dose dependent sin 17 NA
188 83.19 humidity 90 43200 > th dose dependent rect. 8 23
196 83.21 humidity 90 43200 > th dose dependent rect. 3 10
201 83.23 humidity 90 43200 > th dose independent rect. 3 21
218 83.28 radiation 1 43200 > th dose independent rect. 17 2
229 83.28 humidity 90 43200 > th dose dependent sin 3 NA
231 83.28 humidity 90 43200 > th dose dependent rect. 4 7
245 83.31 humidity 80 43200 > th dose dependent rect. 18 1
247 83.32 humidity 80 43200 > th dose independent rect. 12 1
264 83.36 radiation 1 43200 < th dose dependent rect. 17 2
274 83.38 temperature 25 1440 > th dose independent rect. 5 18
287 83.40 humidity 80 43200 < th dose independent rect. 12 1
315 83.48 humidity 90 43200 > th dose dependent rect. 5 2
338 83.54 temperature 25 1440 < th dose independent rect. 14 9
367 83.59 humidity 90 43200 < th dose independent rect. 9 17
380 83.62 temperature 25 1440 > th dose independent rect. 14 9
395 83.65 humidity 90 43200 > th dose independent rect. 17 20
401 83.66 radiation 1 43200 < th dose independent rect. 17 2
409 83.67 radiation 1 43200 < th dose independent rect. 17 10
463 83.75 humidity 90 43200 > th dose independent rect. 9 16
472 83.76 temperature 25 1440 < th dose independent sin 18 NA
488 83.80 wind 7 43200 > th dose independent rect. 5 16
492 83.81 temperature 25 1440 > th dose independent sin 18 NA
493 83.81 wind 7 43200 < th dose independent rect. 5 16
498 83.82 humidity 90 43200 > th dose independent rect. 8 18
509 83.84 humidity 90 43200 < th dose independent sin 18 NA
532 83.88 radiation 1 43200 < th dose dependent sin 14 NA
545 83.91 wind 5 43200 > th dose dependent rect. 9 12
564 83.93 radiation 1 43200 < th dose dependent rect. 17 22
582 83.96 humidity 90 43200 < th dose independent rect. 3 22
596 83.99 radiation 1 43200 > th dose independent rect. 9 1
597 83.99 wind 7 43200 < th dose independent rect. 5 13
613 84.01 humidity 90 43200 > th dose independent no NA NA
619 84.01 radiation 1 43200 < th dose dependent rect. 12 21
621 84.02 wind 7 43200 > th dose independent rect. 5 13
646 84.03 radiation 1 43200 < th dose dependent rect. 7 12
657 84.03 radiation 1 43200 < th dose dependent rect. 6 23
675 84.05 radiation 1 43200 < th dose independent rect. 9 1
679 84.05 wind 5 43200 > th dose dependent rect. 10 6
723 84.08 wind 7 43200 > th dose independent rect. 5 11
729 84.08 humidity 90 43200 > th dose independent rect. 8 23
748 84.09 wind 5 43200 > th dose dependent sin 21 NA
752 84.09 radiation 1 43200 < th dose dependent rect. 13 16
787 84.12 wind 7 43200 < th dose independent sin 0 NA
821 84.14 wind 7 43200 > th dose independent sin 0 NA
822 84.14 humidity 90 43200 > th dose independent sin 18 NA
902 84.16 radiation 1 43200 < th dose dependent no NA NA
925 84.17 wind 5 43200 > th dose dependent rect. 9 9
980 84.22 radiation 1 43200 < th dose dependent rect. 10 19
988 84.23 humidity 90 43200 > th dose independent rect. 11 23
989 84.23 humidity 90 43200 > th dose independent rect. 22 23
999 84.24 radiation 1 43200 > th dose independent rect. 8 5