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Os03g0293100

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 17 (0.0146) R2 : 0.568
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.851 (0.0348) R2dC : 0.567 R2C : 0.566
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0313 (0.0308) R2dN8 : 0.00126 R2N8 : 0.00064
σ : 0.276
deviance : 34.77
__
_____
C
peak time of C : 0.435
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
28.16 0.249 16.9 0.182 0.841 0.00903 0.243 1.59 0.0458 0.346 70 685 -- --
31.83 0.263 16.9 0.3 0.877 0.178 -0.0788 -- 0.0978 0.388 66.85 2562 -- --
28.31 0.248 16.9 0.189 0.838 0.0159 -- 1.46 0.0465 0.32 70.17 626 -- --
31.84 0.263 16.9 0.299 0.88 0.197 -- -- 0.101 0.385 65.36 2576 -- --
53.27 0.342 16.9 0.292 -- 0.598 -- 0.406 0.125 -- 70.17 626 -- --
32.3 0.266 16.9 0.301 0.846 -- -0.0864 -- 0.0648 0.4 -- -- -- --
32.33 0.266 16.9 0.304 0.847 -- -- -- 0.0651 0.417 -- -- -- --
53.74 0.343 16.9 0.31 -- 0.639 -- -- 0.117 -- 65.36 2576 -- --
34.14 0.272 16.9 -- 0.882 0.199 -- -- 0.0617 0.415 65.02 2572 -- --
77.36 0.411 16.9 0.333 -- -- -- -- 0.0789 -- -- -- -- --
34.77 0.276 17 -- 0.851 -- -- -- 0.0313 0.435 -- -- -- --
56.27 0.351 16.9 -- -- 0.644 -- -- 0.0831 -- 65.36 2576 -- --
80.28 0.418 16.9 -- -- -- -- -- 0.042 -- -- -- -- --

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 26.19 temperature 10.0 270 > th dose dependent rect. 18 10
3 26.58 temperature 10.0 30 > th dose dependent rect. 9 20
6 26.66 temperature 10.0 720 > th dose dependent rect. 17 2
8 26.68 humidity 70.0 90 > th dose independent rect. 17 12
10 26.75 radiation 10.0 30 < th dose dependent sin 11 NA
12 26.82 humidity 50.0 270 > th dose independent rect. 7 12
15 26.87 temperature 20.0 90 > th dose independent rect. 9 20
17 26.89 temperature 20.0 270 > th dose independent rect. 18 10
20 26.92 temperature 30.0 90 < th dose independent rect. 17 12
26 26.98 radiation 1.0 90 < th dose independent sin 11 NA
32 27.11 temperature 10.0 90 > th dose dependent rect. 17 12
39 27.16 temperature 25.0 720 > th dose independent rect. 15 4
45 27.21 radiation 1.0 720 < th dose dependent rect. 16 8
55 27.30 radiation 1.0 720 > th dose independent rect. 16 2
56 27.30 temperature 15.0 720 > th dose independent rect. 7 12
64 27.35 temperature 20.0 720 > th dose independent rect. 15 6
80 27.42 humidity 50.0 270 > th dose independent rect. 15 12
85 27.43 radiation 1.0 90 < th dose dependent rect. 20 23
94 27.49 radiation 1.0 720 < th dose independent rect. 16 8
100 27.50 humidity 80.0 720 < th dose independent rect. 22 21
103 27.51 temperature 30.0 270 < th dose dependent rect. 19 12
116 27.56 temperature 15.0 10 > th dose dependent rect. 22 8
124 27.60 precipitation 0.1 720 < th dose independent rect. 7 22
126 27.60 precipitation 0.1 720 < th dose dependent rect. 7 22
130 27.62 temperature 10.0 270 > th dose dependent sin 10 NA
138 27.63 humidity 70.0 720 > th dose dependent rect. 21 20
141 27.65 humidity 50.0 720 > th dose independent rect. 15 4
151 27.66 atmosphere 1005.0 10 > th dose dependent rect. 6 3
155 27.67 temperature 30.0 270 < th dose dependent rect. 21 10
175 27.70 humidity 80.0 10 > th dose dependent rect. 6 1
180 27.71 radiation 10.0 720 < th dose independent rect. 17 2
192 27.73 temperature 15.0 720 > th dose independent rect. 9 10
203 27.73 radiation 1.0 720 < th dose dependent rect. 7 17
205 27.74 temperature 15.0 720 > th dose independent rect. 7 5
233 27.78 humidity 50.0 90 > th dose dependent rect. 17 12
238 27.80 radiation 1.0 720 > th dose independent rect. 7 11
269 27.84 humidity 80.0 720 > th dose independent rect. 21 19
270 27.84 radiation 1.0 720 > th dose independent rect. 15 21
273 27.85 radiation 1.0 720 > th dose independent rect. 7 5
274 27.85 radiation 1.0 720 < th dose independent rect. 5 19
275 27.85 humidity 50.0 720 > th dose independent rect. 7 20
279 27.86 humidity 80.0 720 < th dose independent sin 4 NA
301 27.88 temperature 20.0 90 > th dose independent rect. 5 2
302 27.88 precipitation 0.1 720 < th dose independent rect. 17 2
303 27.88 temperature 20.0 30 > th dose independent rect. 18 11
308 27.88 radiation 1.0 90 < th dose independent rect. 20 23
309 27.88 wind 3.0 10 < th dose dependent rect. 6 1
310 27.88 precipitation 0.1 720 < th dose dependent rect. 17 2
318 27.89 temperature 30.0 720 < th dose dependent rect. 19 3
322 27.90 radiation 1.0 90 > th dose independent rect. 18 13
323 27.90 radiation 1.0 720 < th dose independent rect. 7 17
328 27.91 humidity 70.0 720 > th dose independent rect. 5 2
340 27.91 radiation 1.0 720 < th dose dependent rect. 4 20
346 27.92 radiation 10.0 90 < th dose dependent rect. 17 12
349 27.93 precipitation 0.1 720 < th dose independent rect. 7 12
354 27.93 precipitation 0.1 720 < th dose dependent rect. 7 12
358 27.94 precipitation 0.1 720 < th dose independent rect. 19 12
362 27.94 precipitation 0.1 720 < th dose dependent rect. 19 12
366 27.95 radiation 20.0 720 < th dose independent rect. 5 2
373 27.96 wind 5.0 720 < th dose independent rect. 5 2
387 27.97 humidity 70.0 10 > th dose independent rect. 18 12
388 27.97 radiation 20.0 720 < th dose independent rect. 19 12
392 27.97 radiation 1.0 720 > th dose independent rect. 7 22
400 27.98 wind 9.0 720 < th dose independent rect. 19 12
408 27.98 humidity 50.0 720 > th dose independent rect. 24 19
422 27.99 radiation 30.0 90 < th dose independent rect. 5 4
425 27.99 wind 9.0 270 < th dose independent rect. 7 12
437 28.00 temperature 20.0 270 > th dose independent rect. 22 14
443 28.00 temperature 30.0 10 < th dose dependent rect. 6 1
444 28.00 temperature 30.0 720 < th dose dependent rect. 21 1
477 28.03 temperature 10.0 720 > th dose independent rect. 5 2
478 28.03 temperature 30.0 720 < th dose independent rect. 5 2
479 28.03 humidity 50.0 720 > th dose independent rect. 5 2
481 28.03 atmosphere 995.0 720 > th dose independent rect. 5 2
482 28.03 atmosphere 1015.0 720 < th dose independent rect. 5 2
488 28.03 temperature 10.0 720 > th dose independent rect. 19 12
490 28.03 humidity 50.0 720 > th dose independent rect. 19 12
491 28.03 atmosphere 995.0 720 > th dose independent rect. 19 12
492 28.03 atmosphere 1015.0 720 < th dose independent rect. 7 12
503 28.03 wind 5.0 10 < th dose dependent rect. 6 3
506 28.03 radiation 1.0 90 > th dose dependent rect. 18 13
532 28.05 temperature 10.0 270 > th dose dependent rect. 22 13
535 28.06 humidity 80.0 720 > th dose independent sin 5 NA
547 28.06 temperature 15.0 90 > th dose dependent rect. 5 2
556 28.07 temperature 10.0 720 > th dose independent rect. 17 2
557 28.07 atmosphere 1015.0 720 < th dose independent rect. 17 2
558 28.07 radiation 30.0 720 < th dose independent rect. 17 2
565 28.07 precipitation 0.1 720 < th dose independent rect. 23 20
567 28.07 temperature 10.0 720 > th dose independent rect. 19 22
568 28.07 radiation 1.0 90 > th dose dependent rect. 5 2
569 28.07 radiation 40.0 720 < th dose dependent rect. 17 2
572 28.07 precipitation 0.1 720 < th dose dependent rect. 23 20
574 28.08 wind 9.0 720 < th dose independent rect. 17 2
585 28.08 humidity 70.0 720 > th dose dependent sin 6 NA
590 28.08 temperature 25.0 270 < th dose dependent rect. 11 20
602 28.09 precipitation 0.1 10 < th dose independent rect. 7 23
613 28.09 humidity 70.0 720 > th dose dependent rect. 8 23
614 28.09 precipitation 0.1 10 < th dose dependent rect. 7 23
618 28.10 temperature 15.0 720 > th dose independent rect. 7 7
624 28.10 wind 9.0 90 < th dose independent rect. 7 22
640 28.11 radiation 1.0 90 > th dose independent rect. 5 2
642 28.11 wind 5.0 10 < th dose independent rect. 6 3
671 28.12 temperature 30.0 90 < th dose independent rect. 5 12
675 28.12 atmosphere 995.0 720 > th dose independent rect. 19 22
685 28.13 precipitation 0.1 720 < th dose independent rect. 5 2
689 28.13 humidity 50.0 90 > th dose independent rect. 9 20
691 28.13 precipitation 0.1 720 < th dose dependent rect. 5 2
701 28.14 wind 1.0 720 > th dose independent rect. 17 2
709 28.14 atmosphere 1005.0 30 > th dose dependent rect. 6 1
716 28.14 humidity 70.0 720 > th dose dependent rect. 15 23
728 28.15 wind 9.0 90 < th dose independent rect. 9 20
740 28.16 temperature 20.0 10 > th dose independent rect. 6 1
742 28.16 temperature 20.0 10 > th dose independent rect. 22 8
752 28.16 radiation 20.0 10 < th dose dependent rect. 6 1
768 28.17 temperature 30.0 270 < th dose dependent sin 10 NA
782 28.18 temperature 25.0 270 < th dose independent sin 11 NA
783 28.18 radiation 10.0 720 < th dose independent rect. 17 10
791 28.18 humidity 70.0 720 > th dose dependent no NA NA
800 28.19 temperature 20.0 270 > th dose independent sin 10 NA
801 28.19 wind 9.0 720 < th dose independent rect. 7 5
809 28.19 radiation 40.0 90 < th dose dependent rect. 5 4
859 28.21 humidity 80.0 10 > th dose independent rect. 6 1
872 28.22 wind 5.0 90 < th dose independent rect. 5 2
893 28.22 temperature 10.0 30 > th dose dependent rect. 5 4
894 28.22 humidity 50.0 90 > th dose dependent rect. 5 4
907 28.23 temperature 20.0 10 > th dose independent rect. 5 4
908 28.23 temperature 30.0 90 < th dose independent rect. 5 4
929 28.23 humidity 70.0 720 > th dose dependent rect. 1 23
953 28.24 humidity 70.0 720 > th dose dependent rect. 11 23
957 28.25 humidity 70.0 90 > th dose independent rect. 5 4
959 28.25 precipitation 0.1 270 < th dose independent rect. 3 14
969 28.25 atmosphere 995.0 10 > th dose independent rect. 7 23
974 28.25 precipitation 0.1 270 < th dose dependent rect. 3 14
981 28.26 radiation 1.0 10 > th dose independent rect. 6 1
982 28.26 humidity 90.0 720 < th dose independent rect. 15 4
984 28.26 wind 1.0 720 > th dose independent rect. 19 12
986 28.26 wind 9.0 720 < th dose independent rect. 19 14
994 28.26 humidity 50.0 720 > th dose dependent rect. 5 2
1000 28.27 wind 5.0 10 < th dose independent rect. 6 1