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Os01g0729900

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 : 12.2 (0.0213) R2 : 0.369
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.817 (0.0549) R2dC : 0.309 R2C : 0.282
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.312 (0.0447) R2dN8 : 0.0872 R2N8 : 0.0605
σ : 0.4
deviance : 73.29
__
_____
C
peak time of C : 19.5
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 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
59.82 0.363 12.2 0.449 1.11 -0.695 0.0094 -0.016 0.406 20.1 75 931 -- --
59.52 0.359 12.2 0.451 1.19 -0.742 0.0265 -- 0.398 19.9 75 844 -- --
59.53 0.359 12.2 0.452 1.19 -0.737 -- 0.0796 0.399 19.9 74.29 844 -- --
59.53 0.359 12.2 0.452 1.19 -0.743 -- -- 0.399 19.9 74.96 844 -- --
100.93 0.468 12.1 0.444 -- -0.46 -- 0.387 0.438 -- 74.3 2830 -- --
69.62 0.391 12.2 0.374 0.821 -- 0.0298 -- 0.354 19.4 -- -- -- --
69.62 0.391 12.2 0.373 0.821 -- -- -- 0.354 19.4 -- -- -- --
100.75 0.467 12.1 0.389 -- -0.462 -- -- 0.403 -- 75.43 2846 -- --
64.83 0.375 12.2 -- 1.15 -0.675 -- -- 0.345 19.9 74.98 843 -- --
105.54 0.48 12.1 0.36 -- -- -- -- 0.341 -- -- -- -- --
73.29 0.4 12.2 -- 0.817 -- -- -- 0.312 19.5 -- -- -- --
104.72 0.477 12.1 -- -- -0.434 -- -- 0.355 -- 75.44 2833 -- --
108.97 0.487 12.2 -- -- -- -- -- 0.301 -- -- -- -- --

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 55.02 humidity 80.0 1440 < th dose independent rect. 11 3
2 55.15 humidity 80.0 1440 > th dose independent rect. 11 3
3 55.52 humidity 80.0 1440 < th dose independent rect. 9 5
12 56.30 humidity 80.0 1440 > th dose independent rect. 8 7
19 56.54 humidity 70.0 1440 > th dose dependent rect. 11 2
23 56.74 humidity 70.0 1440 > th dose dependent rect. 10 4
82 57.79 humidity 90.0 1440 < th dose dependent rect. 11 2
86 57.83 radiation 1.0 1440 < th dose independent rect. 9 2
87 57.83 radiation 1.0 1440 < th dose dependent rect. 9 2
92 57.89 humidity 90.0 1440 < th dose dependent rect. 9 5
93 57.90 atmosphere 995.0 43200 < th dose dependent rect. 14 10
114 58.12 humidity 80.0 1440 < th dose independent sin 3 NA
118 58.15 radiation 1.0 720 < th dose independent rect. 11 14
130 58.25 radiation 1.0 720 < th dose dependent rect. 11 14
132 58.30 humidity 80.0 1440 > th dose independent sin 2 NA
174 58.57 atmosphere 995.0 43200 < th dose dependent rect. 13 13
187 58.64 humidity 80.0 720 > th dose independent rect. 11 8
190 58.67 radiation 1.0 720 > th dose independent rect. 9 10
201 58.67 atmosphere 995.0 43200 < th dose independent rect. 10 22
215 58.75 radiation 1.0 720 < th dose dependent rect. 11 6
219 58.78 atmosphere 995.0 43200 < th dose independent rect. 10 19
223 58.78 humidity 70.0 720 > th dose dependent rect. 10 14
233 58.84 radiation 1.0 1440 > th dose independent rect. 11 1
235 58.84 humidity 80.0 1440 < th dose dependent rect. 6 8
249 58.88 atmosphere 995.0 43200 > th dose independent rect. 9 22
264 58.91 humidity 80.0 1440 < th dose dependent rect. 21 17
290 58.99 atmosphere 995.0 43200 > th dose independent rect. 15 22
323 59.13 radiation 1.0 720 < th dose independent rect. 11 7
329 59.15 wind 1.0 43200 < th dose independent rect. 5 2
342 59.18 radiation 1.0 1440 > th dose independent rect. 9 3
349 59.19 atmosphere 995.0 43200 > th dose independent rect. 20 22
353 59.20 atmosphere 995.0 43200 > th dose independent no NA NA
367 59.21 humidity 60.0 14400 > th dose independent rect. 21 11
427 59.34 temperature 25.0 90 < th dose independent rect. 12 19
433 59.36 precipitation 0.1 14400 < th dose independent rect. 13 5
435 59.36 precipitation 0.1 14400 < th dose dependent rect. 13 5
460 59.41 humidity 80.0 1440 < th dose dependent sin 5 NA
471 59.43 precipitation 0.1 14400 > th dose independent rect. 13 5
483 59.45 humidity 50.0 10 > th dose dependent rect. 13 20
495 59.50 precipitation 0.1 14400 > th dose dependent rect. 13 5
499 59.52 humidity 80.0 720 > th dose independent sin 22 NA
500 59.52 atmosphere 995.0 43200 < th dose independent no NA NA
505 59.52 atmosphere 995.0 43200 < th dose independent rect. 21 22
532 59.57 humidity 90.0 720 > th dose dependent rect. 20 1
538 59.59 atmosphere 995.0 43200 > th dose independent rect. 24 23
571 59.64 humidity 60.0 14400 > th dose independent rect. 21 1
593 59.68 radiation 1.0 720 < th dose independent sin 19 NA
638 59.76 radiation 1.0 720 < th dose dependent sin 19 NA
663 59.80 wind 1.0 43200 > th dose independent rect. 5 2
675 59.81 humidity 70.0 720 > th dose dependent sin 20 NA
677 59.81 wind 3.0 14400 < th dose dependent rect. 1 4
691 59.83 humidity 50.0 10 > th dose dependent rect. 12 23
697 59.85 radiation 1.0 1440 > th dose independent rect. 4 1
713 59.85 radiation 1.0 1440 > th dose dependent rect. 4 1
766 59.94 precipitation 0.1 4320 > th dose independent rect. 16 1
770 59.94 humidity 70.0 14400 > th dose dependent rect. 4 1
775 59.95 precipitation 0.1 4320 < th dose independent rect. 16 1
778 59.95 precipitation 0.1 4320 < th dose dependent rect. 16 1
791 59.97 wind 1.0 43200 < th dose independent rect. 5 5
866 60.06 precipitation 0.1 14400 > th dose dependent rect. 15 3
902 60.10 wind 1.0 14400 > th dose independent rect. 1 2
931 60.13 atmosphere 995.0 43200 < th dose dependent sin 16 NA
945 60.15 atmosphere 995.0 43200 < th dose independent sin 17 NA
957 60.16 radiation 1.0 1440 > th dose independent rect. 9 1
987 60.18 humidity 60.0 14400 < th dose independent rect. 6 1
989 60.18 humidity 60.0 14400 < th dose independent rect. 20 1
991 60.18 radiation 20.0 14400 > th dose independent rect. 17 1