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Os01g0888200

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 : 11.3 (0.0261) R2 : 0.661
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.76 (0.0684) R2dC : 0.494 R2C : 0.46
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.795 (0.0549) R2dN8 : 0.201 R2N8 : 0.168
σ : 0.492
deviance : 110.7
__
_____
C
peak time of C : 17.9
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
94.32 0.456 11.3 -0.392 1.69 0.798 -0.15 1.82 -0.876 18.9 0.1397 100 -- --
101.31 0.469 11.3 -0.363 1.69 0.729 -0.44 -- -0.872 18.8 -3.344 112 -- --
94.38 0.452 11.3 -0.393 1.69 0.801 -- 1.85 -0.878 18.9 0.1161 100 -- --
101.78 0.47 11.3 -0.355 1.69 0.688 -- -- -0.871 18.7 -3.233 112 -- --
157.68 0.585 11.3 -0.491 -- 1.73 -- 0.0486 -0.982 -- -42.52 695 -- --
107.46 0.486 11.3 -0.35 1.76 -- -0.102 -- -0.834 17.9 -- -- -- --
107.48 0.485 11.3 -0.349 1.76 -- -- -- -0.834 17.9 -- -- -- --
157.31 0.584 11.3 -0.488 -- 1.74 -- -- -1.04 -- -31.41 717 -- --
105.1 0.477 11.3 -- 1.69 0.682 -- -- -0.831 18.7 -4.668 112 -- --
267.2 0.764 11.3 -0.403 -- -- -- -- -0.875 -- -- -- -- --
110.7 0.492 11.3 -- 1.76 -- -- -- -0.795 17.9 -- -- -- --
163.58 0.596 11.3 -- -- 1.72 -- -- -0.987 -- -57.45 717 -- --
271.47 0.769 11.3 -- -- -- -- -- -0.83 -- -- -- -- --

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 80.31 temperature 10.0 90 > th dose dependent rect. 7 20
7 83.00 temperature 10.0 10 > th dose dependent rect. 7 20
10 83.84 radiation 1.0 270 < th dose dependent rect. 1 18
11 83.88 radiation 1.0 270 < th dose independent rect. 1 18
14 84.32 temperature 25.0 270 < th dose independent rect. 1 4
35 85.30 radiation 1.0 270 < th dose independent rect. 24 21
37 85.48 temperature 25.0 270 < th dose independent rect. 24 11
38 85.52 temperature 10.0 270 > th dose dependent rect. 5 9
44 85.84 radiation 1.0 270 < th dose dependent rect. 24 21
45 85.85 radiation 1.0 270 < th dose dependent sin 2 NA
47 85.85 temperature 30.0 90 < th dose dependent rect. 3 18
51 85.91 temperature 10.0 270 > th dose dependent rect. 21 14
59 86.10 temperature 30.0 90 < th dose dependent rect. 3 16
60 86.13 precipitation 0.1 270 < th dose independent rect. 5 21
61 86.13 precipitation 0.1 270 < th dose dependent rect. 5 21
62 86.15 atmosphere 1015.0 90 < th dose dependent rect. 7 20
73 86.41 temperature 30.0 270 < th dose dependent rect. 1 4
83 86.58 temperature 20.0 270 > th dose independent rect. 6 19
89 86.63 atmosphere 1015.0 10 < th dose dependent rect. 7 20
101 86.84 temperature 30.0 90 < th dose dependent rect. 3 10
110 87.14 radiation 30.0 270 < th dose independent rect. 15 14
111 87.14 temperature 30.0 90 < th dose dependent rect. 3 4
113 87.14 temperature 30.0 90 < th dose dependent rect. 3 14
122 87.26 radiation 1.0 270 < th dose independent rect. 1 10
128 87.34 radiation 1.0 270 < th dose independent sin 2 NA
130 87.35 temperature 25.0 270 < th dose independent rect. 3 1
142 87.44 radiation 1.0 270 < th dose dependent rect. 1 10
143 87.45 atmosphere 1010.0 90 < th dose independent rect. 3 4
152 87.50 atmosphere 995.0 30 > th dose dependent rect. 3 18
156 87.54 wind 9.0 270 < th dose independent rect. 5 10
159 87.56 temperature 25.0 90 < th dose independent rect. 3 6
170 87.67 temperature 15.0 270 > th dose independent rect. 5 10
179 87.70 precipitation 0.1 270 < th dose independent rect. 5 10
180 87.70 precipitation 0.1 270 < th dose dependent rect. 5 10
193 87.79 wind 5.0 270 < th dose independent rect. 2 3
195 87.84 wind 5.0 270 < th dose independent rect. 1 5
198 87.87 atmosphere 1000.0 90 > th dose independent rect. 3 18
201 87.89 wind 7.0 270 < th dose independent rect. 6 19
202 87.89 radiation 1.0 270 > th dose independent rect. 18 21
214 87.95 wind 9.0 90 < th dose dependent rect. 3 4
221 87.98 temperature 30.0 270 < th dose dependent rect. 24 11
230 88.03 radiation 40.0 90 < th dose dependent rect. 3 20
232 88.04 atmosphere 1015.0 270 < th dose independent rect. 5 10
233 88.04 temperature 10.0 270 > th dose independent rect. 15 14
234 88.04 radiation 40.0 90 < th dose dependent rect. 3 4
237 88.08 humidity 50.0 270 > th dose independent rect. 15 14
241 88.09 temperature 10.0 90 > th dose independent rect. 3 4
244 88.09 humidity 50.0 90 > th dose independent rect. 3 4
247 88.09 atmosphere 995.0 90 > th dose independent rect. 3 4
249 88.09 radiation 30.0 90 < th dose independent rect. 3 4
251 88.09 temperature 10.0 90 > th dose independent rect. 7 20
255 88.10 atmosphere 995.0 270 > th dose independent rect. 15 14
260 88.11 radiation 10.0 43200 < th dose dependent rect. 22 6
264 88.13 wind 1.0 270 > th dose independent rect. 2 2
289 88.21 temperature 10.0 270 > th dose independent rect. 1 5
292 88.21 humidity 50.0 270 > th dose independent rect. 1 5
295 88.21 atmosphere 995.0 270 > th dose independent rect. 1 5
296 88.21 atmosphere 1015.0 270 < th dose independent rect. 1 5
297 88.21 radiation 20.0 270 < th dose independent rect. 1 5
313 88.24 atmosphere 995.0 90 > th dose dependent rect. 15 16
332 88.26 radiation 1.0 270 < th dose independent rect. 1 4
336 88.26 temperature 15.0 90 > th dose dependent rect. 22 17
338 88.27 temperature 10.0 10 > th dose dependent rect. 7 9
340 88.29 precipitation 0.1 270 < th dose independent rect. 1 5
342 88.29 precipitation 0.1 270 < th dose dependent rect. 1 5
343 88.29 atmosphere 995.0 10 > th dose dependent rect. 16 15
345 88.30 radiation 20.0 90 < th dose dependent rect. 3 8
350 88.34 precipitation 0.1 90 < th dose independent rect. 3 4
351 88.34 precipitation 0.1 90 < th dose dependent rect. 3 4
374 88.37 wind 9.0 270 < th dose independent rect. 15 14
375 88.37 atmosphere 1015.0 270 < th dose independent rect. 6 19
379 88.38 radiation 40.0 90 < th dose dependent rect. 15 16
389 88.42 wind 9.0 270 < th dose dependent rect. 1 5
393 88.45 humidity 70.0 90 > th dose dependent rect. 3 18
414 88.55 atmosphere 995.0 270 > th dose independent rect. 5 10
435 88.65 wind 9.0 270 < th dose independent rect. 4 23
437 88.65 temperature 30.0 270 < th dose dependent rect. 24 15
441 88.67 temperature 30.0 270 < th dose dependent rect. 24 13
450 88.70 radiation 20.0 90 < th dose dependent rect. 3 6
466 88.74 atmosphere 995.0 10 > th dose dependent rect. 3 20
471 88.76 wind 5.0 270 < th dose independent rect. 3 1
472 88.76 radiation 10.0 90 < th dose independent rect. 3 6
478 88.81 radiation 10.0 90 < th dose independent rect. 3 8
492 88.92 radiation 1.0 270 > th dose independent rect. 5 10
508 88.94 radiation 40.0 90 < th dose dependent rect. 3 18
515 88.96 radiation 40.0 270 < th dose dependent rect. 15 14
534 89.02 radiation 1.0 270 > th dose independent sin 3 NA
535 89.02 humidity 50.0 90 > th dose dependent rect. 3 4
586 89.19 temperature 10.0 270 > th dose independent rect. 3 1
589 89.19 humidity 50.0 270 > th dose independent rect. 3 1
592 89.19 atmosphere 995.0 270 > th dose independent rect. 3 1
593 89.19 atmosphere 1010.0 270 < th dose independent rect. 3 1
595 89.19 radiation 1.0 270 < th dose independent rect. 3 1
601 89.19 temperature 10.0 270 > th dose independent rect. 4 23
602 89.19 radiation 1.0 270 < th dose dependent rect. 3 1
622 89.25 temperature 15.0 10 > th dose dependent rect. 23 17
633 89.29 atmosphere 995.0 270 > th dose dependent rect. 1 4
641 89.32 wind 9.0 270 < th dose dependent rect. 3 1
648 89.37 temperature 30.0 90 < th dose independent rect. 3 18
674 89.44 atmosphere 1005.0 270 > th dose independent rect. 13 7
681 89.45 temperature 15.0 10 > th dose dependent rect. 23 15
685 89.46 atmosphere 1000.0 10 > th dose independent rect. 3 20
698 89.49 radiation 10.0 90 < th dose independent rect. 3 20
711 89.54 humidity 50.0 270 > th dose dependent rect. 1 4
734 89.57 temperature 30.0 270 < th dose independent rect. 1 18
830 89.77 precipitation 0.1 270 < th dose independent rect. 3 1
831 89.77 precipitation 0.1 270 < th dose dependent rect. 3 1
836 89.78 temperature 25.0 270 > th dose independent rect. 22 13
845 89.79 humidity 70.0 10 > th dose dependent rect. 3 20
855 89.82 wind 1.0 270 > th dose independent rect. 1 4
858 89.83 temperature 10.0 90 > th dose dependent sin 4 NA
951 90.02 atmosphere 995.0 270 > th dose dependent rect. 3 1
976 90.05 atmosphere 1005.0 270 > th dose independent rect. 13 17
983 90.06 wind 1.0 270 > th dose independent rect. 5 10
999 90.06 radiation 40.0 270 < th dose independent rect. 11 19