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Os05g0594700

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

Description : Similar to Hv711N16.16 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.1 (0.0199) R2 : 0.605
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.37 (0.052) R2dC : 0.605 R2C : 0.597
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.11 (0.0418) R2dN8 : 0.00772 R2N8 : 0.000175
σ : 0.375
deviance : 64.21
__
_____
C
peak time of C : 6.51
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 = radiation, 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
54.25 0.346 12.1 0.0383 1.28 -0.588 -0.335 -1.59 -0.0773 7.57 0.171 211 -- --
59.79 0.36 12 0.0458 1.26 -0.634 -0.664 -- -0.054 7.76 -2.049 233 -- --
54.52 0.344 12.1 0.0361 1.29 -0.574 -- -1.64 -0.0754 7.54 0.1699 199 -- --
60.77 0.363 12.1 0.0199 1.29 -0.482 -- -- -0.0747 7.3 4.531 219 -- --
104.82 0.477 12.1 0.0693 -- -1.28 -- -0.505 0.0343 -- -44.31 748 -- --
64.13 0.375 12.1 0.00751 1.37 -- -0.178 -- -0.11 6.54 -- -- -- --
64.21 0.375 12.1 0.00465 1.37 -- -- -- -0.109 6.51 -- -- -- --
104.27 0.476 12.1 0.104 -- -1.26 -- -- 0.0412 -- -49.2 741 -- --
60.78 0.363 12.1 -- 1.29 -0.481 -- -- -0.0771 7.29 4.532 219 -- --
161.81 0.594 12.1 0.0387 -- -- -- -- -0.0809 -- -- -- -- --
64.21 0.375 12.1 -- 1.37 -- -- -- -0.11 6.51 -- -- -- --
104.56 0.476 12.1 -- -- -1.26 -- -- 0.0293 -- -20.86 741 -- --
161.85 0.594 12.1 -- -- -- -- -- -0.0852 -- -- -- -- --

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 41.91 precipitation 0.1 270 < th dose independent rect. 2 9
2 41.91 precipitation 0.1 270 < th dose dependent rect. 2 9
3 42.13 wind 9.0 270 < th dose independent rect. 11 15
4 42.31 temperature 10.0 270 > th dose independent rect. 2 9
5 42.31 atmosphere 995.0 270 > th dose independent rect. 2 9
6 42.31 atmosphere 1015.0 270 < th dose independent rect. 2 9
7 42.31 temperature 10.0 270 > th dose independent rect. 11 15
8 42.32 humidity 50.0 270 > th dose independent rect. 2 9
9 42.44 wind 9.0 270 < th dose independent rect. 2 9
10 42.57 wind 7.0 270 < th dose independent rect. 22 17
14 42.88 precipitation 0.1 270 < th dose independent rect. 11 15
15 42.88 precipitation 0.1 270 < th dose dependent rect. 11 15
27 43.73 temperature 15.0 270 > th dose independent rect. 15 7
29 43.77 temperature 10.0 270 > th dose independent rect. 22 17
30 43.81 radiation 40.0 270 < th dose independent rect. 15 7
31 43.88 wind 1.0 270 > th dose independent rect. 15 7
32 43.88 temperature 10.0 270 > th dose dependent rect. 16 6
33 43.90 wind 9.0 270 < th dose independent rect. 15 7
39 44.03 atmosphere 1015.0 270 < th dose independent rect. 15 7
40 44.06 wind 7.0 270 < th dose independent rect. 16 5
42 44.10 atmosphere 995.0 270 > th dose independent rect. 22 17
48 44.29 atmosphere 1015.0 270 < th dose independent rect. 16 5
49 44.31 temperature 30.0 270 < th dose independent rect. 2 9
50 44.32 temperature 15.0 270 > th dose independent rect. 16 5
53 44.37 radiation 40.0 270 < th dose independent rect. 16 5
59 44.41 wind 1.0 270 > th dose independent rect. 16 5
64 44.53 precipitation 0.1 270 < th dose independent rect. 15 7
65 44.53 precipitation 0.1 270 < th dose dependent rect. 15 7
69 44.59 precipitation 0.1 270 < th dose independent rect. 22 17
70 44.59 precipitation 0.1 270 < th dose dependent rect. 22 17
72 44.65 radiation 40.0 90 < th dose dependent rect. 17 6
73 44.70 wind 7.0 270 < th dose independent rect. 16 15
77 44.75 atmosphere 995.0 90 > th dose independent rect. 17 6
83 44.78 atmosphere 1000.0 270 > th dose independent rect. 21 6
88 44.90 wind 9.0 270 < th dose independent rect. 7 9
93 45.08 radiation 40.0 270 < th dose dependent rect. 16 17
96 45.20 humidity 50.0 90 > th dose independent rect. 17 6
97 45.21 precipitation 0.1 270 < th dose independent rect. 16 5
99 45.21 precipitation 0.1 270 < th dose dependent rect. 16 5
104 45.29 atmosphere 995.0 270 > th dose independent rect. 11 15
105 45.32 precipitation 0.1 270 < th dose independent rect. 7 9
106 45.32 precipitation 0.1 270 < th dose dependent rect. 7 9
109 45.36 temperature 10.0 270 > th dose independent rect. 7 9
110 45.36 atmosphere 1015.0 270 < th dose independent rect. 7 9
111 45.36 temperature 10.0 270 > th dose independent rect. 16 15
112 45.36 radiation 40.0 270 < th dose independent rect. 16 15
119 45.49 precipitation 0.1 270 < th dose independent rect. 21 19
120 45.49 precipitation 0.1 270 < th dose dependent rect. 21 19
133 45.58 precipitation 0.1 270 < th dose independent rect. 16 15
134 45.58 precipitation 0.1 270 < th dose dependent rect. 16 15
139 45.62 radiation 40.0 270 < th dose independent rect. 2 9
153 45.85 atmosphere 1015.0 270 < th dose independent rect. 3 18
171 45.98 atmosphere 995.0 270 > th dose independent rect. 15 7
197 46.16 temperature 10.0 270 > th dose independent rect. 21 6
198 46.16 temperature 30.0 270 < th dose independent rect. 21 6
199 46.16 humidity 50.0 270 > th dose independent rect. 21 6
203 46.16 radiation 1.0 270 < th dose independent rect. 21 6
208 46.16 temperature 10.0 270 > th dose independent rect. 3 18
209 46.16 radiation 1.0 270 < th dose dependent rect. 21 6
215 46.22 wind 7.0 270 < th dose independent rect. 17 3
217 46.25 wind 9.0 270 < th dose independent rect. 21 6
226 46.36 wind 9.0 270 < th dose independent rect. 20 21
227 46.37 atmosphere 1015.0 270 < th dose independent rect. 22 17
248 46.47 wind 9.0 90 < th dose dependent rect. 17 6
250 46.49 precipitation 0.1 270 < th dose independent rect. 21 6
252 46.49 precipitation 0.1 270 < th dose dependent rect. 21 6
264 46.57 atmosphere 995.0 270 > th dose independent rect. 7 9
269 46.60 temperature 20.0 270 > th dose independent rect. 17 3
283 46.71 atmosphere 995.0 270 > th dose independent rect. 16 15
284 46.71 humidity 50.0 270 > th dose dependent rect. 21 6
288 46.74 wind 1.0 270 > th dose independent rect. 8 8
308 46.83 precipitation 0.1 270 < th dose independent rect. 3 18
310 46.83 precipitation 0.1 270 < th dose dependent rect. 3 18
312 46.84 atmosphere 1015.0 270 < th dose independent rect. 17 3
313 46.84 radiation 20.0 270 < th dose independent rect. 17 3
319 46.84 temperature 10.0 270 > th dose independent rect. 20 21
329 46.86 precipitation 0.1 10 < th dose independent rect. 18 15
330 46.86 precipitation 0.1 10 < th dose dependent rect. 18 15
331 46.87 wind 1.0 270 > th dose independent rect. 17 3
339 46.91 radiation 1.0 10 < th dose dependent rect. 23 18
343 46.93 wind 9.0 270 < th dose independent rect. 3 18
374 47.05 radiation 1.0 10 < th dose independent rect. 23 18
391 47.18 radiation 20.0 30 < th dose independent rect. 18 15
404 47.22 radiation 40.0 270 < th dose dependent rect. 17 3
434 47.25 atmosphere 1015.0 270 < th dose dependent rect. 16 5
444 47.28 temperature 10.0 270 > th dose dependent rect. 16 15
470 47.39 wind 1.0 270 > th dose independent rect. 11 15
472 47.40 atmosphere 1015.0 270 < th dose independent rect. 16 16
479 47.44 wind 9.0 10 < th dose independent rect. 9 9
483 47.45 atmosphere 995.0 270 > th dose independent rect. 3 18
497 47.50 atmosphere 995.0 270 > th dose independent rect. 17 3
516 47.56 humidity 50.0 270 > th dose independent rect. 11 15
527 47.59 atmosphere 1000.0 10 > th dose independent rect. 23 5
540 47.63 radiation 40.0 10 < th dose dependent rect. 18 15
552 47.69 precipitation 0.1 270 < th dose independent rect. 17 3
553 47.69 precipitation 0.1 270 < th dose dependent rect. 17 3
557 47.73 humidity 50.0 270 > th dose independent rect. 17 3
574 47.79 temperature 10.0 10 > th dose independent rect. 9 9
576 47.79 atmosphere 1015.0 10 < th dose independent rect. 9 9
578 47.79 temperature 10.0 10 > th dose independent rect. 18 15
579 47.79 humidity 50.0 10 > th dose independent rect. 18 15
580 47.79 atmosphere 995.0 10 > th dose independent rect. 18 15
582 47.79 humidity 50.0 90 > th dose independent rect. 17 16
584 47.79 temperature 10.0 30 > th dose dependent rect. 18 15
585 47.79 temperature 10.0 90 > th dose dependent rect. 23 18
600 47.83 radiation 40.0 10 < th dose independent rect. 18 15
610 47.86 radiation 1.0 270 < th dose dependent rect. 20 21
615 47.87 wind 9.0 270 < th dose dependent rect. 17 3
637 47.90 atmosphere 995.0 270 > th dose dependent rect. 22 4
638 47.91 precipitation 0.1 10 < th dose independent rect. 18 5
643 47.91 precipitation 0.1 10 < th dose dependent rect. 18 5
654 47.93 wind 9.0 10 < th dose independent rect. 23 19
676 48.00 temperature 10.0 270 > th dose dependent rect. 8 7
728 48.13 temperature 10.0 270 > th dose dependent rect. 18 1
763 48.15 wind 9.0 270 < th dose dependent rect. 9 7
788 48.19 atmosphere 995.0 270 > th dose dependent rect. 21 6
830 48.29 atmosphere 1015.0 270 < th dose dependent rect. 17 3
839 48.31 radiation 1.0 10 < th dose dependent rect. 23 15
842 48.32 precipitation 0.1 270 < th dose independent rect. 20 21
844 48.32 precipitation 0.1 270 < th dose dependent rect. 20 21
860 48.35 radiation 10.0 10 < th dose dependent rect. 18 5
881 48.40 temperature 10.0 10 > th dose independent rect. 18 5
883 48.40 humidity 50.0 10 > th dose independent rect. 18 5
884 48.40 atmosphere 995.0 10 > th dose independent rect. 18 5
885 48.40 atmosphere 1010.0 10 < th dose independent rect. 18 5
887 48.40 radiation 20.0 10 < th dose independent rect. 18 5
892 48.40 temperature 10.0 10 > th dose independent rect. 23 19
907 48.43 atmosphere 1015.0 30 < th dose independent rect. 18 15
908 48.44 radiation 1.0 270 > th dose independent rect. 8 8
910 48.45 wind 1.0 10 > th dose independent rect. 18 5