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Os11g0623700

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 : 6.56 (0.0316) R2 : 0.658
β1 : 1.31 (0.116) R2dD : 0.0999 R2D : 0.0969
β2 : 1.01 (0.0824) R2dC : 0.114 R2C : 0.0944
β3 : 1.28 (0.0595) R2dE : 0.348 R2E : 0.328
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.598 (0.0675) R2dN8 : 0.0789 R2N8 : 0.107
σ : 0.591
deviance : 161
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C
peak time of C : 18.5
E
wheather : radiation
threshold : 0.1848
memory length : 95
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
160.33 0.595 6.56 1.32 1.01 1.29 0.502 0.0647 -0.6 18.5 0.17 96 -- --
160.35 0.59 6.56 1.32 1.01 1.28 0.51 -- -0.6 18.5 0.17 95 -- --
160.94 0.591 6.56 1.31 1.02 1.28 -- 0.102 -0.599 18.5 0.1875 95 -- --
161 0.591 6.56 1.31 1.01 1.28 -- -- -0.598 18.5 0.1848 95 -- --
191.35 0.648 6.55 1.28 -- 1.3 -- 0.0647 -0.669 -- 1.195 32 -- --
184.57 0.637 6.6 1.22 1.78 -- 0.316 -- -0.691 22.3 -- -- -- --
184.97 0.637 6.6 1.2 1.77 -- -- -- -0.691 22.3 -- -- -- --
190.62 0.646 6.55 1.29 -- 1.3 -- -- -0.67 -- 0.56 63 -- --
206.53 0.669 6.58 -- 1.01 1.34 -- -- -0.67 18.2 0.6163 100 -- --
376.65 0.907 6.55 1.23 -- -- -- -- -0.687 -- -- -- -- --
223.16 0.699 6.63 -- 1.78 -- -- -- -0.825 22.3 -- -- -- --
233.17 0.714 6.58 -- -- 1.3 -- -- -0.801 -- 1.742 41 -- --
416.61 0.953 6.58 -- -- -- -- -- -0.823 -- -- -- -- --

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
1 150.99 temperature 25.0 270 < th dose independent rect. 3 6
2 151.09 humidity 70.0 30 > th dose dependent rect. 11 18
13 152.81 radiation 1.0 30 > th dose independent rect. 17 15
14 153.00 temperature 15.0 270 > th dose dependent rect. 22 15
17 153.56 humidity 80.0 30 > th dose dependent rect. 8 21
23 153.90 radiation 1.0 90 < th dose dependent sin 11 NA
26 154.08 humidity 50.0 30 > th dose dependent rect. 10 19
33 154.49 humidity 90.0 30 < th dose independent rect. 16 16
35 154.52 radiation 1.0 90 > th dose independent sin 11 NA
36 154.56 radiation 1.0 90 < th dose independent sin 11 NA
59 155.63 radiation 1.0 90 < th dose dependent rect. 21 23
63 155.68 radiation 1.0 30 > th dose independent rect. 5 3
82 155.94 temperature 20.0 30 > th dose independent rect. 5 3
106 156.83 humidity 70.0 30 > th dose dependent rect. 18 11
151 157.74 temperature 25.0 270 > th dose independent rect. 23 14
191 158.65 humidity 50.0 30 > th dose dependent rect. 8 21
202 158.92 radiation 40.0 30 < th dose independent rect. 5 5
212 159.10 temperature 30.0 10 < th dose independent rect. 5 5
219 159.19 temperature 10.0 30 > th dose dependent rect. 5 3
232 159.28 temperature 30.0 270 < th dose dependent rect. 3 6
249 159.44 humidity 70.0 30 > th dose dependent rect. 21 8
267 159.60 humidity 60.0 10 > th dose independent rect. 5 5
282 159.89 radiation 1.0 30 < th dose independent rect. 23 18
287 159.94 humidity 90.0 30 > th dose independent rect. 11 18
308 160.00 temperature 25.0 270 > th dose independent rect. 7 6
313 160.05 wind 9.0 30 < th dose dependent rect. 5 3
325 160.09 atmosphere 1000.0 30 > th dose independent rect. 5 3
327 160.09 humidity 50.0 270 > th dose dependent rect. 8 19
349 160.27 precipitation 0.1 30 < th dose independent rect. 5 3
350 160.27 precipitation 0.1 30 < th dose dependent rect. 5 3
351 160.27 temperature 20.0 270 > th dose dependent rect. 7 6
352 160.27 temperature 30.0 90 < th dose dependent rect. 5 6
365 160.31 wind 9.0 30 < th dose independent rect. 8 21
369 160.34 wind 7.0 30 < th dose independent rect. 5 3
374 160.38 temperature 10.0 30 > th dose independent rect. 5 3
376 160.38 temperature 30.0 30 < th dose independent rect. 5 3
377 160.38 humidity 50.0 30 > th dose independent rect. 5 3
380 160.38 atmosphere 1015.0 30 < th dose independent rect. 5 3
381 160.38 temperature 10.0 30 > th dose independent rect. 8 21
382 160.39 radiation 1.0 90 < th dose dependent rect. 21 20
384 160.42 atmosphere 995.0 30 > th dose dependent rect. 5 3
398 160.58 radiation 1.0 30 < th dose dependent rect. 23 18
401 160.61 radiation 1.0 90 < th dose independent rect. 21 22
402 160.62 atmosphere 995.0 30 > th dose independent rect. 8 21
403 160.63 temperature 25.0 270 < th dose independent sin 6 NA
406 160.65 humidity 70.0 30 > th dose dependent rect. 23 6
410 160.69 humidity 80.0 720 < th dose independent rect. 11 21
416 160.71 atmosphere 1000.0 10 > th dose independent rect. 5 5
418 160.73 radiation 1.0 30 < th dose independent rect. 21 20
424 160.78 wind 3.0 90 < th dose dependent rect. 5 4
434 160.85 humidity 50.0 10 > th dose independent rect. 8 21
442 160.89 humidity 90.0 30 < th dose independent rect. 12 20
446 160.92 humidity 90.0 30 > th dose independent rect. 8 21
464 161.01 radiation 1.0 270 < th dose dependent rect. 7 21
467 161.07 temperature 15.0 270 > th dose dependent sin 6 NA
470 161.09 radiation 40.0 30 < th dose independent rect. 5 3
487 161.20 atmosphere 1015.0 30 < th dose independent rect. 8 21
498 161.26 radiation 1.0 30 > th dose dependent rect. 17 15
501 161.29 humidity 70.0 1440 > th dose dependent rect. 11 1
516 161.40 humidity 50.0 10 > th dose independent rect. 10 19
534 161.47 temperature 25.0 270 > th dose independent sin 6 NA
535 161.47 humidity 90.0 10 < th dose dependent rect. 16 16
536 161.48 radiation 1.0 30 < th dose independent rect. 23 9
542 161.49 radiation 1.0 30 < th dose independent rect. 23 15
556 161.54 temperature 25.0 720 < th dose dependent rect. 4 21
570 161.64 temperature 20.0 30 > th dose independent rect. 5 5
576 161.66 radiation 1.0 270 < th dose independent rect. 8 19
580 161.71 wind 9.0 10 < th dose independent rect. 10 19
581 161.71 radiation 1.0 90 > th dose independent rect. 11 23
583 161.73 precipitation 0.1 10 < th dose independent rect. 5 5
584 161.73 precipitation 0.1 10 < th dose dependent rect. 5 5
596 161.79 humidity 80.0 270 > th dose independent rect. 10 17
607 161.85 temperature 15.0 30 > th dose independent rect. 16 16
608 161.86 wind 9.0 10 < th dose independent rect. 5 5
609 161.86 temperature 10.0 10 > th dose independent rect. 5 5
613 161.86 atmosphere 1015.0 10 < th dose independent rect. 5 5
614 161.86 temperature 10.0 10 > th dose independent rect. 10 19
656 162.04 radiation 1.0 90 < th dose dependent rect. 13 19
659 162.05 radiation 1.0 90 < th dose dependent rect. 10 22
660 162.05 radiation 1.0 90 < th dose dependent rect. 13 22
664 162.06 temperature 20.0 10 > th dose dependent rect. 16 16
666 162.07 atmosphere 995.0 10 > th dose independent rect. 10 19
678 162.11 temperature 20.0 1440 < th dose independent rect. 3 19
687 162.14 humidity 50.0 30 > th dose dependent rect. 5 5
702 162.17 wind 9.0 30 < th dose dependent rect. 5 5
715 162.19 temperature 20.0 1440 > th dose independent rect. 3 19
716 162.19 radiation 1.0 90 < th dose dependent no NA NA
719 162.20 temperature 20.0 30 > th dose independent rect. 5 18
729 162.22 radiation 1.0 90 < th dose dependent rect. 17 23
734 162.24 humidity 80.0 720 < th dose independent rect. 11 5
756 162.28 radiation 1.0 30 < th dose dependent rect. 23 9
760 162.28 radiation 1.0 30 < th dose dependent rect. 23 15
781 162.34 wind 9.0 270 < th dose independent rect. 6 23
784 162.36 precipitation 0.1 30 < th dose independent rect. 8 21
786 162.36 precipitation 0.1 30 < th dose dependent rect. 8 21
823 162.49 temperature 20.0 30 > th dose independent rect. 5 16
839 162.54 radiation 1.0 90 < th dose dependent rect. 21 16
846 162.56 radiation 1.0 90 < th dose dependent rect. 21 11
847 162.56 radiation 1.0 90 < th dose dependent rect. 21 14
860 162.60 humidity 90.0 30 > th dose independent rect. 13 16
872 162.63 radiation 1.0 30 < th dose independent rect. 21 11
889 162.66 wind 1.0 43200 > th dose independent rect. 5 1
892 162.66 wind 9.0 270 < th dose independent rect. 7 21
902 162.68 temperature 20.0 1440 > th dose independent sin 0 NA
939 162.77 atmosphere 1015.0 10 < th dose independent rect. 10 19
954 162.82 wind 5.0 270 < th dose independent rect. 7 21
956 162.83 atmosphere 1000.0 270 > th dose independent rect. 4 3
964 162.85 temperature 20.0 1440 < th dose independent sin 0 NA
979 162.90 radiation 40.0 30 < th dose dependent rect. 5 5
980 162.91 radiation 1.0 30 > th dose dependent rect. 5 3
993 162.92 radiation 1.0 30 < th dose independent rect. 23 7