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Os08g0359000

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 : 15 (0.0193) R2 : 0.0836
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.263 (0.0407) R2dN8 : 0.108 R2N8 : 0.0836
σ : 0.364
deviance : 60.85
__
_____
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 = 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
26.05 0.24 15 -0.658 0.683 -0.552 0.902 0.318 -0.429 7.85 88.64 314 -- --
26.21 0.238 15 -0.641 0.687 -0.553 0.996 -- -0.421 7.79 88.66 320 -- --
27.98 0.246 15 -0.666 0.669 -0.51 -- 0.702 -0.422 8.06 88.04 336 -- --
28.92 0.25 15 -0.623 0.686 -0.481 -- -- -0.42 7.87 86.22 319 -- --
44.39 0.31 15.1 -0.65 -- -0.564 -- 0.0258 -0.401 -- 74.98 1489 -- --
31.97 0.265 15 -0.71 0.507 -- 0.757 -- -0.342 8.94 -- -- -- --
33.9 0.273 15 -0.683 0.503 -- -- -- -0.341 9.13 -- -- -- --
44.38 0.31 15.1 -0.67 -- -0.519 -- -- -0.392 -- 73 1479 -- --
38.75 0.29 15 -- 0.728 -0.578 -- -- -0.362 7.77 85.9 324 -- --
48.49 0.325 15 -0.684 -- -- -- -- -0.338 -- -- -- -- --
46.19 0.318 15 -- 0.502 -- -- -- -0.265 9.23 -- -- -- --
54.91 0.345 15.1 -- -- -0.634 -- -- -0.357 -- 81.74 1510 -- --
60.85 0.364 15 -- -- -- -- -- -0.263 -- -- -- -- --

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 24.20 humidity 90.0 270 < th dose independent rect. 21 17
12 24.90 humidity 90.0 270 < th dose independent rect. 6 8
16 25.08 humidity 80.0 270 > th dose dependent sin 6 NA
22 25.19 humidity 70.0 270 > th dose dependent rect. 1 9
37 25.48 humidity 90.0 270 < th dose independent sin 6 NA
46 25.54 temperature 20.0 270 > th dose independent rect. 13 8
47 25.59 atmosphere 1000.0 10 > th dose independent rect. 16 16
56 25.62 humidity 80.0 270 > th dose dependent rect. 1 14
75 25.72 atmosphere 1000.0 270 > th dose independent rect. 14 17
86 25.78 radiation 1.0 270 > th dose independent rect. 7 7
132 25.97 humidity 90.0 270 < th dose dependent rect. 20 17
177 26.11 temperature 15.0 270 > th dose independent rect. 7 7
190 26.19 humidity 80.0 270 > th dose independent rect. 1 9
196 26.20 radiation 40.0 270 < th dose independent rect. 14 17
202 26.21 humidity 90.0 270 > th dose independent sin 5 NA
206 26.22 atmosphere 995.0 270 > th dose independent rect. 13 8
217 26.24 precipitation 0.1 270 < th dose independent rect. 21 16
219 26.24 precipitation 0.1 270 < th dose dependent rect. 21 16
220 26.25 wind 7.0 270 < th dose independent rect. 7 7
235 26.29 precipitation 0.1 270 < th dose independent rect. 7 7
236 26.29 wind 9.0 270 < th dose independent rect. 14 17
238 26.29 precipitation 0.1 270 < th dose dependent rect. 7 7
240 26.29 humidity 90.0 270 > th dose dependent rect. 3 23
241 26.30 atmosphere 995.0 270 > th dose independent rect. 3 16
251 26.32 atmosphere 995.0 270 > th dose independent rect. 7 7
252 26.32 atmosphere 1015.0 270 < th dose independent rect. 7 7
253 26.32 wind 7.0 270 < th dose independent rect. 21 16
254 26.32 temperature 10.0 270 > th dose independent rect. 14 17
259 26.34 atmosphere 1000.0 270 > th dose independent rect. 1 7
307 26.43 atmosphere 1010.0 270 < th dose independent rect. 1 7
321 26.44 humidity 90.0 270 > th dose dependent rect. 17 23
329 26.46 wind 7.0 270 < th dose independent rect. 13 8
359 26.48 precipitation 0.1 270 < th dose independent rect. 8 17
363 26.48 precipitation 0.1 270 < th dose dependent rect. 8 17
374 26.50 humidity 90.0 270 > th dose dependent no NA NA
385 26.50 humidity 90.0 270 > th dose dependent rect. 13 22
386 26.50 humidity 90.0 270 > th dose dependent rect. 11 23
401 26.52 humidity 90.0 270 > th dose dependent rect. 17 18
469 26.58 humidity 80.0 10 < th dose independent rect. 22 18
470 26.58 humidity 80.0 10 < th dose independent rect. 20 20
479 26.59 humidity 80.0 10 < th dose independent rect. 8 8
489 26.60 humidity 90.0 270 > th dose independent rect. 3 6
491 26.60 humidity 90.0 270 > th dose independent rect. 2 13
492 26.60 temperature 15.0 270 > th dose independent rect. 21 16
493 26.60 wind 9.0 270 < th dose dependent rect. 13 7
522 26.63 precipitation 0.1 270 < th dose independent rect. 19 8
527 26.63 precipitation 0.1 270 < th dose dependent rect. 19 8
531 26.64 humidity 90.0 270 > th dose independent rect. 23 17
546 26.65 humidity 90.0 270 < th dose independent rect. 6 20
553 26.66 atmosphere 995.0 270 > th dose independent rect. 21 16
556 26.66 radiation 40.0 270 < th dose dependent rect. 1 7
565 26.67 wind 7.0 10 < th dose independent rect. 8 8
601 26.70 wind 9.0 270 < th dose independent rect. 19 8
602 26.70 temperature 10.0 270 > th dose independent rect. 19 8
603 26.70 temperature 30.0 270 < th dose independent rect. 19 8
604 26.70 humidity 50.0 270 > th dose independent rect. 19 8
605 26.70 atmosphere 995.0 270 > th dose independent rect. 19 8
606 26.70 radiation 1.0 270 < th dose independent rect. 19 8
611 26.70 temperature 10.0 270 > th dose independent rect. 3 16
612 26.70 atmosphere 1015.0 270 < th dose independent rect. 3 16
615 26.70 radiation 1.0 270 < th dose dependent rect. 19 8
626 26.71 radiation 1.0 270 < th dose independent rect. 3 8
638 26.72 wind 9.0 270 < th dose independent rect. 3 16
644 26.73 wind 9.0 270 < th dose independent rect. 1 7
645 26.73 temperature 10.0 270 > th dose independent rect. 1 7
647 26.73 temperature 30.0 270 < th dose independent rect. 1 7
648 26.73 humidity 50.0 270 > th dose independent rect. 1 7
652 26.73 radiation 40.0 270 < th dose independent rect. 1 7
655 26.73 temperature 10.0 270 > th dose independent rect. 8 17
667 26.74 humidity 90.0 270 > th dose independent rect. 23 20
715 26.78 wind 1.0 270 > th dose independent rect. 7 7
720 26.78 wind 9.0 270 < th dose independent rect. 8 17
731 26.79 atmosphere 1015.0 270 < th dose independent rect. 13 8
762 26.81 radiation 30.0 10 < th dose independent rect. 16 16
785 26.83 temperature 10.0 270 > th dose dependent rect. 13 8
795 26.84 humidity 90.0 10 < th dose dependent rect. 21 19
824 26.87 temperature 20.0 10 > th dose independent rect. 8 8
835 26.87 humidity 90.0 270 < th dose dependent sin 7 NA
860 26.89 precipitation 0.1 270 < th dose independent rect. 19 19
865 26.89 precipitation 0.1 270 < th dose dependent rect. 19 19
898 26.92 temperature 10.0 10 > th dose independent rect. 8 8
903 26.92 atmosphere 1015.0 10 < th dose independent rect. 8 8
904 26.92 precipitation 0.1 10 < th dose independent rect. 8 8
909 26.92 temperature 10.0 10 > th dose independent rect. 16 16
912 26.92 precipitation 0.1 10 < th dose dependent rect. 8 8
914 26.92 humidity 90.0 10 < th dose dependent rect. 23 17
915 26.92 radiation 40.0 90 < th dose dependent rect. 15 18
935 26.94 wind 9.0 10 < th dose independent rect. 16 16
959 26.95 wind 1.0 270 > th dose independent rect. 8 17
963 26.95 wind 9.0 270 < th dose dependent rect. 7 7
989 26.96 humidity 90.0 720 > th dose dependent rect. 7 19