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Os02g0734600

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

Description : Similar to EFA27 for EF hand, abscisic acid, 27kD.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.6 (0.0262) R2 : 0.563
β1 : 1.21 (0.096) R2dD : 0.157 R2D : 0.12
β2 : 1.42 (0.0685) R2dC : 0.417 R2C : 0.393
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.309 (0.056) R2dN8 : 0.0391 R2N8 : -0.0032
σ : 0.493
deviance : 110.92
__
_____
C
peak time of C : 18.1
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
90.05 0.446 13.7 0.294 1.44 0.361 0.194 5.09 0.12 18 1.304 8900 -- --
99.9 0.466 13.6 1.1 1.47 0.732 -0.04 -- 0.398 18.5 20 2706 -- --
90.12 0.442 13.7 0.296 1.44 0.38 -- 5.1 0.121 18 1.179 8886 -- --
96.29 0.457 13.6 1.06 1.47 0.637 -- -- 0.509 18.2 50 19346 -- --
193.37 0.648 13.7 0.135 -- 0.436 -- 5.22 0.0954 -- 1.435 8676 -- --
110.91 0.494 13.6 1.21 1.42 -- -0.0577 -- 0.309 18.1 -- -- -- --
110.92 0.493 13.6 1.21 1.42 -- -- -- 0.309 18.1 -- -- -- --
200.21 0.659 13.6 1.05 -- 0.602 -- -- 0.505 -- 60 18726 -- --
125.03 0.521 13.6 -- 1.46 0.85 -- -- 0.447 18.1 72.48 23548 -- --
216.1 0.687 13.6 1.17 -- -- -- -- 0.277 -- -- -- -- --
149.24 0.571 13.7 -- 1.41 -- -- -- 0.174 18.1 -- -- -- --
227.7 0.703 13.6 -- -- 0.865 -- -- 0.453 -- 69.99 23047 -- --
251.91 0.741 13.6 -- -- -- -- -- 0.147 -- -- -- -- --

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 86.24 wind 1.0 43200 > th dose independent rect. 13 11
3 86.35 wind 1.0 43200 < th dose independent rect. 13 11
6 86.71 wind 1.0 43200 < th dose independent rect. 14 9
11 86.96 radiation 10.0 43200 > th dose independent rect. 8 3
14 87.00 wind 1.0 43200 < th dose dependent rect. 13 10
16 87.09 wind 1.0 43200 < th dose dependent rect. 11 13
31 87.68 wind 1.0 14400 < th dose independent rect. 18 8
33 87.78 wind 3.0 14400 > th dose independent rect. 13 2
34 87.79 wind 1.0 14400 < th dose dependent rect. 15 11
50 88.07 temperature 20.0 43200 > th dose independent rect. 16 5
58 88.18 wind 3.0 14400 < th dose independent rect. 13 2
60 88.20 humidity 80.0 43200 > th dose independent rect. 4 8
64 88.24 temperature 20.0 43200 < th dose independent rect. 16 6
69 88.29 wind 1.0 14400 > th dose independent rect. 18 8
76 88.34 temperature 20.0 43200 > th dose independent rect. 8 14
86 88.38 precipitation 0.1 43200 > th dose dependent rect. 13 2
87 88.39 radiation 10.0 43200 > th dose independent rect. 10 1
93 88.42 humidity 60.0 43200 > th dose dependent rect. 8 21
97 88.44 temperature 20.0 43200 > th dose independent rect. 20 1
101 88.45 wind 5.0 14400 < th dose dependent rect. 14 1
112 88.50 precipitation 0.1 43200 > th dose independent rect. 13 4
123 88.54 temperature 20.0 43200 < th dose independent rect. 20 1
131 88.56 humidity 80.0 43200 < th dose independent rect. 3 10
138 88.58 precipitation 0.1 43200 < th dose independent rect. 13 4
141 88.58 precipitation 0.1 43200 < th dose dependent rect. 13 4
159 88.64 radiation 1.0 14400 > th dose independent rect. 18 1
172 88.65 temperature 20.0 43200 < th dose independent rect. 8 14
183 88.68 wind 1.0 14400 < th dose dependent rect. 18 7
186 88.70 precipitation 0.1 43200 > th dose independent rect. 13 2
197 88.71 radiation 1.0 43200 < th dose dependent rect. 3 2
201 88.73 temperature 20.0 43200 > th dose independent sin 20 NA
212 88.74 humidity 60.0 43200 > th dose dependent rect. 17 22
216 88.76 precipitation 0.1 43200 > th dose independent rect. 12 8
218 88.76 precipitation 0.1 43200 < th dose independent rect. 13 9
221 88.76 precipitation 0.1 43200 < th dose dependent rect. 13 9
241 88.79 temperature 25.0 43200 < th dose dependent rect. 10 1
248 88.81 radiation 1.0 43200 < th dose dependent rect. 19 10
257 88.83 radiation 10.0 43200 > th dose independent rect. 8 6
268 88.85 humidity 60.0 43200 > th dose dependent rect. 2 13
270 88.86 wind 1.0 43200 > th dose independent rect. 10 1
275 88.86 radiation 1.0 43200 < th dose dependent rect. 21 8
287 88.89 temperature 20.0 43200 > th dose independent rect. 8 1
297 88.91 temperature 20.0 43200 < th dose independent rect. 8 1
304 88.92 temperature 20.0 43200 < th dose independent sin 19 NA
310 88.93 radiation 10.0 43200 > th dose independent rect. 13 1
318 88.95 humidity 60.0 43200 > th dose dependent rect. 2 23
319 88.95 humidity 60.0 43200 > th dose dependent rect. 22 23
343 88.99 humidity 60.0 43200 > th dose dependent no NA NA
352 89.01 wind 1.0 43200 < th dose independent rect. 2 3
381 89.05 precipitation 0.1 43200 < th dose independent rect. 19 3
385 89.05 precipitation 0.1 43200 < th dose dependent rect. 19 3
437 89.13 humidity 60.0 43200 > th dose dependent sin 4 NA
446 89.15 wind 1.0 43200 < th dose independent rect. 10 1
453 89.16 precipitation 0.1 43200 > th dose independent rect. 18 4
454 89.16 humidity 80.0 43200 < th dose independent rect. 4 8
483 89.20 humidity 60.0 43200 > th dose dependent rect. 11 23
494 89.24 wind 1.0 43200 > th dose independent sin 18 NA
498 89.24 wind 1.0 43200 > th dose independent rect. 16 6
505 89.25 humidity 90.0 43200 < th dose independent rect. 12 1
509 89.25 wind 5.0 43200 > th dose dependent rect. 21 16
513 89.26 precipitation 0.1 43200 > th dose dependent rect. 6 7
514 89.27 precipitation 0.1 43200 > th dose independent rect. 6 7
527 89.29 precipitation 0.1 43200 < th dose independent rect. 6 7
531 89.29 precipitation 0.1 43200 < th dose dependent rect. 6 7
542 89.31 precipitation 0.1 43200 > th dose independent rect. 15 1
546 89.31 precipitation 0.1 43200 > th dose dependent rect. 15 1
548 89.31 precipitation 0.1 43200 > th dose dependent rect. 6 5
552 89.32 precipitation 0.1 43200 > th dose independent rect. 6 5
564 89.33 precipitation 0.1 43200 > th dose independent rect. 8 14
574 89.35 precipitation 0.1 43200 < th dose independent rect. 15 1
578 89.35 precipitation 0.1 43200 < th dose independent rect. 8 14
581 89.35 precipitation 0.1 43200 < th dose dependent rect. 15 1
583 89.35 precipitation 0.1 43200 < th dose dependent rect. 8 14
590 89.36 wind 5.0 43200 > th dose dependent sin 8 NA
593 89.37 radiation 1.0 14400 < th dose independent rect. 18 11
634 89.42 precipitation 0.1 43200 > th dose dependent rect. 18 5
650 89.44 humidity 60.0 43200 > th dose dependent rect. 17 7
665 89.46 wind 7.0 43200 < th dose independent rect. 20 17
671 89.47 humidity 60.0 43200 > th dose dependent sin 16 NA
675 89.48 wind 7.0 43200 < th dose independent rect. 20 15
676 89.48 wind 5.0 43200 > th dose independent rect. 21 17
680 89.49 radiation 1.0 43200 > th dose independent rect. 10 5
701 89.51 radiation 1.0 43200 < th dose independent rect. 10 5
717 89.52 radiation 1.0 14400 < th dose independent rect. 18 8
729 89.54 wind 1.0 43200 < th dose independent sin 18 NA
730 89.54 wind 1.0 43200 > th dose independent rect. 2 4
737 89.54 radiation 1.0 43200 < th dose dependent rect. 10 5
740 89.55 radiation 1.0 14400 < th dose independent rect. 18 3
753 89.56 humidity 80.0 43200 > th dose independent rect. 8 1
762 89.56 wind 5.0 43200 > th dose dependent rect. 20 10
767 89.57 precipitation 0.1 43200 < th dose independent rect. 6 5
775 89.57 precipitation 0.1 43200 < th dose dependent rect. 6 5
832 89.62 wind 5.0 43200 > th dose independent rect. 23 15
835 89.62 wind 1.0 14400 < th dose dependent rect. 20 5
849 89.64 wind 5.0 43200 > th dose independent sin 7 NA
851 89.64 wind 7.0 43200 < th dose independent sin 8 NA
862 89.64 humidity 90.0 43200 > th dose dependent rect. 10 1
898 89.68 wind 5.0 43200 < th dose independent rect. 23 15
908 89.69 precipitation 0.1 43200 > th dose independent sin 18 NA
909 89.69 precipitation 0.1 43200 < th dose independent sin 18 NA
916 89.69 precipitation 0.1 43200 < th dose dependent sin 18 NA
937 89.71 wind 1.0 43200 < th dose dependent rect. 4 3
958 89.72 wind 1.0 43200 < th dose dependent sin 19 NA
976 89.73 radiation 1.0 43200 < th dose dependent rect. 10 7