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Os01g0901000

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

Description : Similar to Arm repeat-containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.66 (0.0201) R2 : 0.013
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.104 (0.0423) R2dN8 : 0.0168 R2N8 : 0.013
σ : 0.378
deviance : 65.58
__
_____
C
peak time of C : --
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
51.61 0.338 8.62 0.223 0.25 0.353 -0.684 1.14 0.14 8.23 25.88 1224 -- --
52.49 0.337 8.64 0.0207 0.232 0.415 -0.63 -- 0.0963 7.55 25.9 1283 -- --
52.91 0.339 8.62 0.261 0.28 0.363 -- 1.49 0.15 8.4 25.57 1116 -- --
53.53 0.341 8.65 -0.0701 0.272 0.494 -- -- 0.0804 8.47 25.82 1168 -- --
56.35 0.35 8.62 0.307 -- 0.293 -- 1.48 0.168 -- 25.97 1283 -- --
60.84 0.366 8.65 0.0922 0.236 -- -0.746 -- 0.108 7.72 -- -- -- --
62.32 0.37 8.65 0.0715 0.243 -- -- -- 0.108 7.05 -- -- -- --
56.87 0.351 8.66 -0.0666 -- 0.439 -- -- 0.0993 -- 26.6 1304 -- --
53.62 0.341 8.65 -- 0.263 0.466 -- -- 0.118 8.23 27.05 1201 -- --
65.43 0.378 8.66 0.0763 -- -- -- -- 0.112 -- -- -- -- --
62.45 0.37 8.65 -- 0.244 -- -- -- 0.0998 7.03 -- -- -- --
56.98 0.352 8.66 -- -- 0.426 -- -- 0.11 -- 26.72 1301 -- --
65.58 0.378 8.66 -- -- -- -- -- 0.104 -- -- -- -- --

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 49.81 temperature 30.0 720 > th dose dependent rect. 18 1
16 50.07 humidity 50.0 1440 < th dose independent rect. 16 1
17 50.10 humidity 50.0 1440 < th dose dependent rect. 16 1
33 50.72 humidity 70.0 720 < th dose independent rect. 17 3
45 50.73 humidity 90.0 43200 > th dose dependent rect. 10 1
46 50.76 temperature 30.0 720 > th dose independent rect. 17 2
48 50.76 humidity 90.0 43200 > th dose independent rect. 10 3
61 50.77 precipitation 0.1 43200 < th dose independent rect. 9 1
62 50.77 precipitation 0.1 43200 < th dose dependent rect. 9 1
66 50.90 precipitation 0.1 43200 > th dose independent rect. 9 1
68 50.90 precipitation 0.1 43200 > th dose dependent rect. 9 1
69 50.93 humidity 90.0 43200 < th dose independent rect. 11 2
70 50.98 temperature 20.0 43200 < th dose independent rect. 9 1
74 51.04 temperature 20.0 43200 > th dose independent rect. 9 2
89 51.06 temperature 20.0 43200 < th dose independent rect. 8 5
104 51.15 humidity 70.0 720 < th dose dependent rect. 17 3
117 51.17 temperature 20.0 90 > th dose dependent rect. 3 2
186 51.29 precipitation 0.1 43200 > th dose independent rect. 6 1
187 51.29 radiation 1.0 43200 < th dose dependent rect. 6 1
188 51.29 precipitation 0.1 43200 > th dose dependent rect. 6 1
215 51.41 temperature 20.0 43200 > th dose independent rect. 8 10
222 51.43 temperature 20.0 43200 < th dose dependent rect. 7 2
224 51.44 radiation 1.0 43200 < th dose independent rect. 6 10
229 51.46 radiation 1.0 43200 > th dose independent rect. 6 10
257 51.52 temperature 30.0 43200 < th dose independent rect. 18 9
258 51.53 temperature 30.0 43200 < th dose independent rect. 18 7
262 51.53 temperature 30.0 43200 < th dose independent rect. 18 14
263 51.54 precipitation 0.1 43200 < th dose independent rect. 6 1
264 51.54 temperature 30.0 43200 < th dose independent rect. 18 4
269 51.54 precipitation 0.1 43200 < th dose dependent rect. 6 1
272 51.55 temperature 30.0 43200 < th dose independent rect. 18 1
273 51.55 radiation 1.0 43200 < th dose independent rect. 6 1
280 51.57 temperature 30.0 43200 > th dose independent rect. 18 1
297 51.58 radiation 1.0 43200 > th dose independent rect. 6 1
303 51.58 wind 1.0 14400 > th dose independent rect. 14 12
304 51.59 radiation 1.0 43200 < th dose independent rect. 8 8
313 51.60 radiation 1.0 43200 > th dose independent rect. 8 8
317 51.60 humidity 90.0 43200 > th dose dependent rect. 9 6
349 51.64 humidity 70.0 720 > th dose independent rect. 17 14
377 51.66 radiation 1.0 43200 < th dose dependent rect. 6 11
389 51.69 precipitation 0.1 43200 > th dose independent rect. 6 4
397 51.70 precipitation 0.1 43200 > th dose dependent rect. 6 4
436 51.73 humidity 70.0 720 < th dose independent sin 12 NA
438 51.73 precipitation 0.1 43200 < th dose independent rect. 6 4
442 51.73 precipitation 0.1 43200 < th dose dependent rect. 6 4
451 51.76 radiation 1.0 43200 < th dose dependent rect. 9 8
466 51.78 radiation 40.0 1440 > th dose dependent rect. 13 22
472 51.80 radiation 1.0 43200 < th dose independent rect. 9 5
494 51.83 radiation 1.0 43200 > th dose independent rect. 9 5
499 51.84 wind 7.0 43200 < th dose independent rect. 4 6
505 51.85 wind 7.0 43200 < th dose independent rect. 3 8
516 51.87 wind 7.0 43200 > th dose independent rect. 3 8
518 51.87 temperature 30.0 1440 < th dose independent rect. 17 10
519 51.87 radiation 1.0 720 > th dose independent rect. 18 11
521 51.87 temperature 30.0 1440 < th dose dependent rect. 7 1
524 51.88 temperature 20.0 43200 < th dose independent sin 23 NA
525 51.88 temperature 20.0 43200 < th dose independent rect. 17 1
527 51.88 temperature 30.0 1440 < th dose independent rect. 17 8
533 51.88 radiation 40.0 1440 > th dose dependent sin 13 NA
536 51.89 temperature 30.0 1440 < th dose independent rect. 17 6
544 51.89 temperature 30.0 1440 < th dose independent rect. 17 14
546 51.89 radiation 1.0 43200 < th dose dependent rect. 15 1
549 51.90 temperature 30.0 1440 < th dose independent rect. 17 2
556 51.90 temperature 15.0 1440 > th dose dependent rect. 7 1
559 51.91 temperature 25.0 14400 < th dose independent rect. 2 1
565 51.91 wind 1.0 14400 < th dose independent rect. 14 12
568 51.91 wind 1.0 14400 > th dose independent rect. 10 17
573 51.92 wind 7.0 43200 > th dose independent rect. 23 12
574 51.92 wind 7.0 43200 < th dose independent rect. 23 12
578 51.93 temperature 20.0 43200 > th dose independent rect. 17 1
590 51.93 radiation 40.0 1440 > th dose dependent rect. 13 20
591 51.94 temperature 20.0 43200 > th dose independent sin 23 NA
614 51.95 humidity 50.0 1440 > th dose independent rect. 16 1
654 51.99 radiation 40.0 1440 > th dose dependent rect. 13 2
685 52.00 radiation 1.0 43200 < th dose independent rect. 6 4
688 52.00 wind 7.0 43200 > th dose independent rect. 22 14
695 52.01 temperature 20.0 43200 > th dose independent rect. 15 3
708 52.02 radiation 1.0 43200 > th dose independent rect. 6 4
721 52.03 wind 1.0 1440 < th dose independent rect. 4 2
762 52.05 temperature 10.0 1440 > th dose dependent rect. 6 4
791 52.06 wind 3.0 14400 < th dose dependent rect. 14 12
801 52.07 temperature 25.0 43200 < th dose dependent rect. 11 1
805 52.07 temperature 15.0 1440 > th dose dependent rect. 5 9
825 52.08 temperature 10.0 1440 > th dose dependent rect. 5 11
851 52.10 atmosphere 1005.0 43200 > th dose independent rect. 15 1
852 52.10 radiation 1.0 720 > th dose independent rect. 18 1
869 52.10 temperature 30.0 43200 > th dose dependent rect. 17 2
903 52.11 temperature 20.0 90 > th dose independent rect. 3 2
937 52.12 radiation 20.0 1440 > th dose dependent rect. 16 16
988 52.14 wind 1.0 14400 > th dose independent sin 17 NA