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Os04g0535600

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

Description : Similar to Beta-fructofuranosidase 1 precursor (EC 3.2.1.26) (Sucrose 1) (Invertase 1).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.49 (0.0321) R2 : 0.403
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.38 (0.0839) R2dC : 0.356 R2C : 0.35
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.38 (0.0676) R2dN8 : 0.0535 R2N8 : 0.0468
σ : 0.606
deviance : 167.71
__
_____
C
peak time of C : 5.26
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 independent, 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
124.43 0.524 8.51 -0.765 0.236 1.93 -2.26 -1.52 0.393 22.1 2.06 734 -- --
125.57 0.522 8.52 -0.781 0.377 2.05 -1.95 -- 0.378 23.2 2.067 779 -- --
134.78 0.545 8.5 -0.812 1.4 0.156 -- -1.53 0.302 5.74 2.061 688 -- --
143.73 0.558 8.52 -0.691 0.362 1.99 -- -- 0.376 23.1 1.8 778 -- --
142.32 0.556 8.52 -0.801 -- 1.61 -- -1.27 0.334 -- 1.66 627 -- --
149.37 0.573 8.51 -0.819 1.4 -- -0.63 -- 0.286 5.06 -- -- -- --
150.14 0.574 8.51 -0.817 1.4 -- -- -- 0.289 5.23 -- -- -- --
143.3 0.558 8.51 -0.7 -- 1.65 -- -- 0.371 -- 0.8102 660 -- --
154.69 0.579 8.51 -- 0.314 1.98 -- -- 0.432 22.6 0.68 766 -- --
251.97 0.742 8.52 -0.768 -- -- -- -- 0.324 -- -- -- -- --
167.71 0.606 8.49 -- 1.38 -- -- -- 0.38 5.26 -- -- -- --
156.02 0.582 8.47 -- -- 1.68 -- -- 0.487 -- 0.009999 684 -- --
267.53 0.763 8.5 -- -- -- -- -- 0.409 -- -- -- -- --

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
1 115.40 wind 9.0 270 < th dose dependent rect. 7 9
2 115.74 wind 7.0 270 < th dose independent rect. 6 10
5 116.55 radiation 1.0 270 > th dose independent sin 2 NA
12 117.60 radiation 20.0 270 < th dose dependent rect. 15 16
14 117.65 radiation 1.0 270 > th dose independent rect. 17 22
18 117.90 radiation 20.0 270 < th dose independent rect. 15 15
23 118.06 wind 5.0 90 < th dose independent rect. 15 12
25 118.25 wind 5.0 270 < th dose independent rect. 11 14
28 118.57 wind 7.0 270 < th dose independent rect. 9 16
31 118.76 wind 9.0 90 < th dose dependent rect. 15 12
34 118.80 wind 5.0 270 < th dose independent rect. 13 12
45 119.13 radiation 1.0 270 > th dose independent rect. 5 11
64 119.48 wind 9.0 270 < th dose dependent rect. 13 12
66 119.51 wind 9.0 270 < th dose dependent sin 19 NA
72 119.59 wind 9.0 90 < th dose dependent sin 17 NA
76 119.65 temperature 10.0 270 > th dose dependent rect. 7 18
93 119.81 wind 1.0 270 > th dose independent rect. 16 14
100 120.01 humidity 50.0 270 > th dose independent rect. 16 14
107 120.12 temperature 15.0 270 > th dose independent rect. 6 10
112 120.16 wind 9.0 90 < th dose dependent rect. 9 9
118 120.28 wind 9.0 270 < th dose dependent rect. 11 14
125 120.35 wind 7.0 270 < th dose independent sin 19 NA
138 120.50 temperature 30.0 270 < th dose independent rect. 14 16
139 120.51 radiation 1.0 270 < th dose independent rect. 23 23
170 120.83 humidity 70.0 10 > th dose independent rect. 16 17
179 120.97 precipitation 0.1 270 < th dose independent rect. 6 10
181 120.97 precipitation 0.1 270 < th dose dependent rect. 6 10
200 121.25 atmosphere 1015.0 270 < th dose independent rect. 6 10
201 121.25 temperature 10.0 270 > th dose independent rect. 16 14
208 121.32 radiation 40.0 10 < th dose dependent rect. 16 17
247 121.68 wind 9.0 270 < th dose dependent rect. 9 16
283 121.97 precipitation 0.1 270 < th dose independent rect. 16 14
285 121.97 precipitation 0.1 270 < th dose dependent rect. 16 14
287 121.98 humidity 50.0 4320 > th dose independent rect. 18 16
304 122.09 atmosphere 995.0 270 > th dose independent rect. 16 14
316 122.16 humidity 50.0 30 > th dose dependent rect. 16 17
328 122.23 atmosphere 995.0 270 > th dose independent rect. 6 10
337 122.30 humidity 90.0 270 < th dose independent rect. 6 8
358 122.42 wind 7.0 720 < th dose independent rect. 22 18
360 122.44 wind 9.0 10 < th dose independent sin 14 NA
370 122.47 humidity 50.0 270 > th dose dependent rect. 1 12
396 122.53 humidity 50.0 270 > th dose dependent rect. 1 10
456 122.77 wind 9.0 10 < th dose independent rect. 9 7
464 122.81 wind 9.0 270 < th dose independent rect. 16 14
470 122.83 radiation 30.0 10 < th dose independent rect. 16 17
479 122.86 humidity 50.0 270 > th dose independent rect. 6 9
499 122.93 wind 9.0 720 < th dose dependent rect. 22 18
501 122.94 radiation 20.0 270 < th dose independent rect. 1 8
502 122.94 wind 7.0 720 < th dose independent rect. 5 14
527 123.05 radiation 40.0 270 < th dose dependent rect. 1 8
532 123.09 humidity 90.0 30 < th dose independent rect. 9 7
541 123.10 radiation 10.0 270 < th dose dependent rect. 23 23
566 123.21 atmosphere 1000.0 30 > th dose independent rect. 9 7
569 123.21 temperature 30.0 30 < th dose dependent rect. 16 17
605 123.30 wind 9.0 720 < th dose dependent sin 3 NA
620 123.35 precipitation 0.1 30 < th dose independent rect. 16 17
622 123.35 precipitation 0.1 30 < th dose dependent rect. 16 17
637 123.40 atmosphere 995.0 30 > th dose independent rect. 16 17
654 123.47 humidity 70.0 10 > th dose independent sin 8 NA
664 123.50 wind 1.0 270 > th dose independent rect. 1 8
671 123.51 atmosphere 1015.0 30 < th dose independent rect. 9 7
672 123.51 precipitation 0.1 30 < th dose independent rect. 9 7
673 123.51 temperature 10.0 30 > th dose independent rect. 16 17
675 123.51 precipitation 0.1 30 < th dose dependent rect. 9 7
684 123.55 humidity 50.0 270 > th dose dependent sin 8 NA
722 123.66 humidity 50.0 90 > th dose dependent rect. 3 10
752 123.75 humidity 50.0 90 > th dose dependent sin 6 NA
764 123.76 wind 9.0 720 < th dose dependent rect. 7 3
766 123.77 temperature 10.0 1440 > th dose independent rect. 10 7
770 123.77 temperature 10.0 1440 > th dose independent rect. 17 17
780 123.79 humidity 50.0 30 > th dose independent rect. 9 7
803 123.85 humidity 50.0 90 > th dose dependent rect. 3 12
808 123.86 wind 7.0 10 < th dose independent rect. 9 10
828 123.92 wind 9.0 720 < th dose dependent rect. 4 14
842 123.95 radiation 10.0 270 < th dose dependent rect. 21 23
876 124.01 radiation 1.0 270 < th dose independent rect. 16 19
991 124.29 radiation 1.0 270 < th dose independent sin 7 NA
997 124.30 wind 9.0 30 < th dose independent rect. 16 17