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Os03g0858600

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

Description : Protein of unknown function DUF668 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.8 (0.0482) R2 : 0.432
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.62 (0.15) R2dC : 0.643 R2C : 0.172
β3 : 1.13 (0.12) R2dE : 0.188 R2E : -0.285
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.685 (0.101) R2dN8 : 0.0729 R2N8 : 0.0486
σ : 0.908
deviance : 376.24
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C
peak time of C : 0.788
E
wheather : atmosphere
threshold : 1000
memory length : 13
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 3.5
open length of G : 17.1

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, response mode = > th, dose dependency = dose independent, type of G = rect.)

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
369.26 0.903 6.79 0.389 2.61 1.13 0.673 -0.467 -0.638 0.793 1000 27 3.03 17.1
369.27 0.895 6.79 0.388 2.59 1.11 1.08 -- -0.646 0.803 1000 16 3.2 17
367.93 0.9 6.79 0.381 2.68 1.18 -- -0.897 -0.637 0.762 1000 13 3.5 17.1
372.52 0.905 6.79 0.377 2.62 1.14 -- -- -0.643 0.777 1000 13 3.5 17.1
484.05 1.02 6.69 0.306 -- -1.48 -- -0.732 -0.471 -- 995.6 237 4.63 16
435.74 0.979 6.77 0.333 1.73 -- 1.5 -- -0.63 1.36 -- -- -- --
444.94 0.988 6.77 0.281 1.73 -- -- -- -0.638 1.37 -- -- -- --
455 0.993 6.79 0.644 -- -1.43 -- -- -0.435 -- 996.4 339 3.97 11.8
376.24 0.908 6.8 -- 2.62 1.13 -- -- -0.685 0.788 1000 13 3.5 17.1
628.9 1.17 6.75 0.349 -- -- -- -- -0.602 -- -- -- -- --
447.03 0.989 6.78 -- 1.73 -- -- -- -0.669 1.37 -- -- -- --
428.29 0.964 6.81 -- -- -1.48 -- -- -0.592 -- 995.4 287 5.13 10.2
632.12 1.17 6.76 -- -- -- -- -- -0.641 -- -- -- -- --

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
1 370.17 atmosphere 1000.0 30 > th dose independent rect. 3 17
3 371.73 temperature 10.0 30 > th dose dependent rect. 3 17
5 373.11 temperature 20.0 30 > th dose independent rect. 3 17
6 375.71 wind 5.0 43200 > th dose independent rect. 13 2
7 376.06 wind 5.0 43200 < th dose independent rect. 13 2
8 376.73 wind 5.0 14400 > th dose dependent rect. 14 2
12 377.34 atmosphere 1010.0 10 < th dose independent rect. 3 17
17 378.39 humidity 80.0 14400 > th dose independent rect. 23 1
26 379.39 wind 5.0 14400 > th dose independent rect. 11 5
29 379.83 wind 1.0 43200 < th dose dependent rect. 4 1
32 380.11 wind 5.0 14400 < th dose independent rect. 11 5
33 380.15 wind 5.0 14400 > th dose independent rect. 11 7
44 380.86 wind 5.0 14400 < th dose independent rect. 10 8
45 380.86 radiation 1.0 14400 < th dose dependent rect. 19 2
67 381.88 humidity 90.0 30 < th dose dependent rect. 20 11
74 382.16 temperature 15.0 30 > th dose independent rect. 20 7
86 382.85 wind 1.0 43200 < th dose independent rect. 4 1
92 383.02 radiation 20.0 43200 > th dose independent rect. 6 2
110 383.18 radiation 1.0 90 < th dose dependent rect. 3 17
113 383.25 radiation 1.0 90 < th dose independent rect. 3 17
133 384.03 wind 1.0 43200 < th dose dependent rect. 2 1
146 384.28 wind 9.0 30 < th dose independent rect. 3 17
159 384.64 wind 5.0 14400 > th dose independent rect. 5 13
164 384.70 wind 5.0 14400 < th dose independent rect. 5 13
172 384.76 temperature 10.0 270 > th dose dependent rect. 24 20
173 384.78 wind 9.0 43200 < th dose dependent rect. 13 1
193 385.07 temperature 30.0 30 < th dose independent rect. 20 7
194 385.07 humidity 50.0 30 > th dose independent rect. 20 7
197 385.07 atmosphere 995.0 30 > th dose independent rect. 20 7
198 385.07 radiation 1.0 30 < th dose independent rect. 20 7
203 385.07 temperature 10.0 30 > th dose independent rect. 3 17
208 385.07 radiation 10.0 30 < th dose dependent rect. 20 7
216 385.12 wind 5.0 43200 < th dose independent rect. 13 8
238 385.43 wind 9.0 30 < th dose independent rect. 20 7
243 385.47 humidity 80.0 14400 < th dose dependent rect. 21 1
244 385.49 radiation 40.0 10 < th dose independent rect. 3 17
269 385.78 wind 5.0 14400 < th dose independent sin 23 NA
270 385.82 wind 5.0 14400 > th dose independent sin 23 NA
279 385.95 humidity 80.0 14400 < th dose independent rect. 21 3
304 386.02 precipitation 0.1 30 < th dose independent rect. 20 7
305 386.02 precipitation 0.1 30 < th dose dependent rect. 20 7
314 386.23 humidity 90.0 30 < th dose dependent rect. 20 8
317 386.25 wind 5.0 43200 > th dose independent rect. 13 11
318 386.25 wind 5.0 43200 < th dose independent rect. 13 11
385 386.92 wind 1.0 43200 > th dose independent rect. 4 1
395 387.01 radiation 40.0 43200 > th dose independent rect. 9 1
407 387.12 radiation 1.0 14400 < th dose dependent rect. 21 7
420 387.22 precipitation 0.1 30 < th dose independent rect. 3 17
421 387.22 precipitation 0.1 30 < th dose dependent rect. 3 17
423 387.25 atmosphere 995.0 30 > th dose dependent rect. 20 7
439 387.44 radiation 10.0 43200 > th dose dependent rect. 6 2
482 387.81 radiation 40.0 43200 > th dose independent rect. 7 3
545 388.23 temperature 20.0 4320 < th dose independent rect. 21 1
604 388.68 humidity 70.0 43200 < th dose dependent rect. 10 2
611 388.76 humidity 90.0 30 < th dose dependent rect. 20 6
671 388.92 wind 5.0 14400 > th dose dependent rect. 5 12
676 388.95 radiation 20.0 43200 < th dose independent rect. 7 1
686 389.02 radiation 30.0 43200 > th dose dependent rect. 9 1
699 389.16 wind 1.0 43200 < th dose dependent rect. 9 2
718 389.23 humidity 60.0 43200 > th dose independent rect. 11 1
728 389.29 radiation 40.0 43200 < th dose independent rect. 9 1
732 389.33 radiation 40.0 43200 > th dose independent sin 11 NA
763 389.46 radiation 30.0 43200 < th dose dependent rect. 6 2
805 389.62 radiation 20.0 43200 > th dose independent sin 11 NA
872 389.83 radiation 30.0 43200 < th dose dependent rect. 19 13
901 389.91 temperature 20.0 4320 > th dose independent rect. 21 1
922 389.96 wind 5.0 43200 < th dose independent sin 18 NA
928 389.97 radiation 10.0 43200 > th dose dependent sin 11 NA
930 389.98 radiation 10.0 43200 < th dose independent rect. 5 10
941 390.01 temperature 20.0 720 > th dose independent rect. 17 3
947 390.01 radiation 10.0 43200 < th dose independent rect. 20 19
968 390.08 radiation 20.0 43200 < th dose independent sin 8 NA
997 390.12 radiation 40.0 43200 > th dose dependent rect. 12 1