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Os02g0658300

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 : 9.55 (0.0192) R2 : 0.639
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.35 (0.0476) R2dC : 0.635 R2C : 0.636
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0691 (0.0405) R2dN8 : 0.00299 R2N8 : 0.00418
σ : 0.363
deviance : 60.08
__
_____
C
peak time of C : 14.8
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
46.46 0.32 9.58 -0.0736 0.812 -0.923 0.612 0.312 -0.14 16.6 36.51 90 -- --
46.69 0.318 9.57 -0.0649 0.834 -0.957 0.468 -- -0.135 16.5 42.5 86 -- --
47.2 0.32 9.57 -0.067 0.85 -0.909 -- 0.0136 -0.134 16.3 41.82 90 -- --
47.14 0.32 9.57 -0.0574 0.886 -0.912 -- -- -0.119 16.2 45.09 69 -- --
54.45 0.344 9.56 -0.108 -- -1.25 -- 0.0857 -0.126 -- 13.78 288 -- --
59.99 0.363 9.55 -0.0385 1.35 -- 0.126 -- -0.0738 14.8 -- -- -- --
60.04 0.363 9.55 -0.0355 1.35 -- -- -- -0.0731 14.8 -- -- -- --
54.41 0.344 9.57 -0.0996 -- -1.24 -- -- -0.145 -- 13.7 288 -- --
47.2 0.32 9.57 -- 0.883 -0.94 -- -- -0.118 16.3 45.59 69 -- --
165.37 0.601 9.56 -0.0929 -- -- -- -- -0.107 -- -- -- -- --
60.08 0.363 9.55 -- 1.35 -- -- -- -0.0691 14.8 -- -- -- --
54.66 0.344 9.56 -- -- -1.24 -- -- -0.133 -- 13.3 289 -- --
165.59 0.601 9.55 -- -- -- -- -- -0.0971 -- -- -- -- --

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 38.92 radiation 30.0 270 < th dose dependent rect. 2 16
7 39.38 radiation 40.0 90 < th dose dependent rect. 13 20
8 39.72 radiation 40.0 90 < th dose dependent rect. 15 18
9 39.79 radiation 40.0 270 < th dose dependent rect. 13 18
12 39.87 temperature 10.0 90 > th dose dependent rect. 9 18
18 40.14 temperature 10.0 10 > th dose dependent rect. 9 19
26 40.28 wind 7.0 270 < th dose independent rect. 7 19
34 40.44 radiation 10.0 270 < th dose independent rect. 2 16
42 40.64 radiation 20.0 90 < th dose independent rect. 15 18
46 40.71 radiation 20.0 90 < th dose independent rect. 13 20
51 40.76 radiation 30.0 270 < th dose independent rect. 13 18
52 40.77 radiation 30.0 270 < th dose dependent rect. 2 7
62 40.94 radiation 40.0 270 < th dose independent rect. 11 20
63 40.96 wind 7.0 270 < th dose independent rect. 6 21
65 40.98 radiation 20.0 270 < th dose independent rect. 1 8
72 41.09 radiation 10.0 270 < th dose independent rect. 2 6
74 41.12 wind 7.0 270 < th dose independent rect. 8 17
131 41.63 wind 7.0 270 < th dose independent rect. 7 8
144 41.76 atmosphere 995.0 270 > th dose independent rect. 15 16
152 41.82 radiation 10.0 270 < th dose dependent sin 3 NA
155 41.84 radiation 40.0 10 < th dose dependent rect. 5 15
157 41.86 radiation 10.0 270 < th dose independent rect. 2 13
181 42.00 radiation 40.0 270 < th dose independent rect. 2 16
183 42.02 precipitation 0.1 270 < th dose independent rect. 7 8
185 42.02 precipitation 0.1 270 < th dose dependent rect. 7 8
197 42.08 precipitation 0.1 270 < th dose independent rect. 2 5
199 42.08 precipitation 0.1 270 < th dose independent rect. 7 19
200 42.08 precipitation 0.1 270 < th dose dependent rect. 2 5
201 42.08 precipitation 0.1 270 < th dose dependent rect. 7 19
209 42.14 radiation 1.0 270 > th dose independent rect. 7 8
221 42.21 humidity 70.0 270 > th dose independent rect. 2 5
223 42.22 temperature 10.0 270 > th dose independent rect. 7 8
224 42.22 atmosphere 1015.0 270 < th dose independent rect. 7 8
225 42.22 temperature 10.0 270 > th dose independent rect. 15 16
240 42.30 wind 9.0 270 < th dose independent rect. 2 5
241 42.30 temperature 10.0 270 > th dose independent rect. 2 5
243 42.30 temperature 30.0 270 < th dose independent rect. 2 5
244 42.30 humidity 50.0 270 > th dose independent rect. 2 5
246 42.30 atmosphere 995.0 270 > th dose independent rect. 2 5
247 42.30 atmosphere 1015.0 270 < th dose independent rect. 2 5
249 42.30 temperature 10.0 270 > th dose independent rect. 7 19
261 42.35 radiation 40.0 10 < th dose dependent rect. 5 17
286 42.44 wind 1.0 270 > th dose independent rect. 2 5
296 42.50 atmosphere 995.0 270 > th dose independent rect. 7 7
300 42.51 humidity 50.0 270 > th dose independent rect. 7 7
307 42.55 radiation 1.0 10 > th dose independent rect. 9 9
318 42.61 precipitation 0.1 270 < th dose independent rect. 3 3
321 42.61 precipitation 0.1 270 < th dose dependent rect. 3 3
323 42.62 radiation 40.0 90 < th dose independent rect. 4 16
338 42.68 wind 9.0 270 < th dose dependent rect. 7 19
349 42.72 humidity 70.0 270 > th dose independent rect. 1 7
357 42.74 radiation 20.0 90 < th dose independent rect. 17 16
360 42.74 precipitation 0.1 270 < th dose independent rect. 8 17
361 42.74 precipitation 0.1 270 < th dose dependent rect. 8 17
365 42.75 precipitation 0.1 270 < th dose independent rect. 6 21
368 42.75 precipitation 0.1 270 < th dose dependent rect. 6 21
375 42.79 precipitation 0.1 270 < th dose independent rect. 1 7
376 42.79 precipitation 0.1 270 < th dose dependent rect. 1 7
393 42.87 wind 9.0 270 < th dose independent rect. 3 3
394 42.87 temperature 10.0 270 > th dose independent rect. 3 3
396 42.87 temperature 30.0 270 < th dose independent rect. 3 3
397 42.87 humidity 50.0 270 > th dose independent rect. 3 3
400 42.87 atmosphere 995.0 270 > th dose independent rect. 3 3
401 42.87 atmosphere 1015.0 270 < th dose independent rect. 3 3
405 42.87 temperature 10.0 270 > th dose independent rect. 6 21
416 42.92 atmosphere 995.0 270 > th dose dependent rect. 2 5
418 42.93 precipitation 0.1 270 < th dose independent rect. 15 16
419 42.93 precipitation 0.1 270 < th dose dependent rect. 15 16
423 42.95 radiation 20.0 10 < th dose independent rect. 5 17
435 42.98 wind 9.0 270 < th dose independent rect. 1 7
440 42.99 temperature 10.0 270 > th dose independent rect. 1 7
442 42.99 temperature 30.0 270 < th dose independent rect. 1 7
443 42.99 humidity 50.0 270 > th dose independent rect. 1 7
445 42.99 atmosphere 995.0 270 > th dose independent rect. 1 7
446 42.99 atmosphere 1015.0 270 < th dose independent rect. 1 7
448 42.99 temperature 10.0 270 > th dose independent rect. 8 17
453 43.00 radiation 20.0 10 < th dose independent rect. 5 15
466 43.04 wind 9.0 270 < th dose independent rect. 15 16
485 43.14 temperature 10.0 270 > th dose dependent rect. 7 7
512 43.21 wind 9.0 270 < th dose dependent rect. 7 7
524 43.24 wind 9.0 270 < th dose independent rect. 5 23
528 43.25 radiation 40.0 10 < th dose dependent rect. 12 21
531 43.27 wind 1.0 270 > th dose independent rect. 14 17
548 43.30 atmosphere 995.0 270 > th dose independent rect. 2 17
575 43.36 atmosphere 995.0 270 > th dose dependent rect. 3 3
608 43.45 radiation 40.0 270 < th dose independent rect. 12 8
614 43.46 humidity 50.0 270 > th dose dependent rect. 2 5
617 43.48 radiation 40.0 10 < th dose independent rect. 4 16
627 43.51 radiation 1.0 270 > th dose independent sin 2 NA
650 43.61 atmosphere 1000.0 90 > th dose independent rect. 4 16
684 43.69 wind 9.0 10 < th dose independent rect. 9 19
697 43.71 wind 7.0 270 < th dose independent rect. 19 7
733 43.83 humidity 50.0 30 > th dose independent rect. 17 16
776 43.90 wind 1.0 270 > th dose independent rect. 7 7
783 43.92 humidity 50.0 270 > th dose dependent rect. 3 3
814 43.99 temperature 10.0 1440 > th dose independent rect. 10 8
817 43.99 temperature 10.0 1440 > th dose independent rect. 18 16
847 44.02 humidity 60.0 270 > th dose independent rect. 19 7
852 44.03 atmosphere 995.0 90 > th dose independent rect. 17 15
860 44.04 temperature 10.0 270 > th dose independent rect. 19 7
861 44.04 temperature 30.0 270 < th dose independent rect. 19 7
863 44.04 atmosphere 995.0 270 > th dose independent rect. 19 7
864 44.04 radiation 1.0 270 < th dose independent rect. 19 7
869 44.04 temperature 10.0 270 > th dose independent rect. 2 17
870 44.04 atmosphere 1015.0 270 < th dose independent rect. 2 17
872 44.04 radiation 40.0 90 < th dose dependent sin 2 NA
873 44.04 radiation 1.0 270 < th dose dependent rect. 19 7
879 44.05 precipitation 0.1 270 < th dose independent rect. 19 7
882 44.05 radiation 40.0 10 < th dose independent rect. 4 18
884 44.05 precipitation 0.1 270 < th dose dependent rect. 19 7
888 44.07 radiation 10.0 270 < th dose independent sin 4 NA
917 44.11 wind 9.0 270 < th dose dependent rect. 2 5
942 44.17 temperature 10.0 270 > th dose dependent rect. 2 5
950 44.19 radiation 1.0 270 < th dose independent sin 2 NA
957 44.20 temperature 10.0 90 > th dose independent rect. 17 15
972 44.23 wind 9.0 270 < th dose dependent rect. 19 7
977 44.24 temperature 10.0 270 > th dose dependent rect. 3 3
989 44.27 wind 9.0 270 < th dose dependent rect. 3 3