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Os03g0789500

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.31 (0.0233) R2 : 0.327
β1 : -1.12 (0.0854) R2dD : 0.265 R2D : 0.29
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.216 (0.0498) R2dN8 : 0.0374 R2N8 : 0.0623
σ : 0.438
deviance : 87.69
__
_____
C
peak time of C : --
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
72.07 0.399 8.33 -1.19 0.364 -0.715 0.323 1.83 0.000946 15.1 91.62 3747 -- --
74.41 0.402 8.35 -1.03 0.379 -0.571 0.411 -- 0.0345 14.9 92 3818 -- --
72.41 0.396 8.33 -1.19 0.365 -0.714 -- 1.88 0.00197 15.1 91.64 3734 -- --
74.93 0.403 8.35 -1.01 0.367 -0.573 -- -- 0.0419 15.1 92.16 3815 -- --
79.51 0.415 8.33 -1.19 -- -0.737 -- 1.91 -0.00843 -- 91.74 3337 -- --
79.54 0.418 8.31 -1.11 0.367 -- 0.394 -- 0.224 15.4 -- -- -- --
80.01 0.419 8.31 -1.11 0.371 -- -- -- 0.226 15.6 -- -- -- --
82.37 0.423 8.35 -1.02 -- -0.573 -- -- 0.0355 -- 92.19 3617 -- --
99.89 0.465 8.34 -- 0.407 -1.01 -- -- 0.0622 14.9 91.68 3830 -- --
87.69 0.438 8.31 -1.12 -- -- -- -- 0.216 -- -- -- -- --
112.35 0.496 8.28 -- 0.393 -- -- -- 0.35 15.6 -- -- -- --
107.05 0.482 8.35 -- -- -0.927 -- -- 0.0248 -- 91.51 4593 -- --
120.97 0.513 8.28 -- -- -- -- -- 0.341 -- -- -- -- --

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 70.47 temperature 20.0 720 > th dose independent rect. 5 2
2 70.59 temperature 20.0 720 > th dose dependent rect. 5 3
3 70.69 temperature 20.0 720 < th dose independent rect. 6 1
9 71.49 temperature 20.0 720 > th dose dependent rect. 6 1
15 71.58 temperature 25.0 720 < th dose dependent rect. 6 1
16 71.58 temperature 20.0 720 > th dose dependent rect. 4 7
24 71.82 temperature 20.0 720 > th dose independent rect. 2 13
26 71.84 temperature 25.0 720 < th dose dependent rect. 5 4
45 72.17 radiation 1.0 14400 > th dose independent rect. 18 1
60 72.21 temperature 20.0 720 > th dose dependent rect. 1 12
90 72.45 temperature 20.0 720 > th dose dependent sin 5 NA
91 72.46 temperature 20.0 720 < th dose independent rect. 1 15
98 72.51 radiation 1.0 720 < th dose dependent rect. 24 7
127 72.67 temperature 20.0 720 > th dose independent sin 4 NA
138 72.72 radiation 1.0 720 > th dose dependent rect. 11 1
157 72.80 temperature 20.0 720 < th dose independent sin 4 NA
169 72.83 temperature 25.0 720 < th dose dependent rect. 1 15
192 72.90 radiation 1.0 14400 < th dose independent rect. 18 11
212 72.94 humidity 90.0 4320 > th dose dependent rect. 2 14
235 73.01 temperature 25.0 720 < th dose dependent sin 4 NA
240 73.01 humidity 90.0 4320 > th dose dependent rect. 1 18
255 73.05 temperature 25.0 270 < th dose independent rect. 10 1
264 73.06 humidity 90.0 4320 > th dose dependent sin 4 NA
269 73.07 radiation 1.0 14400 < th dose independent rect. 18 1
273 73.07 radiation 1.0 14400 < th dose independent rect. 18 6
283 73.08 radiation 1.0 14400 < th dose independent rect. 18 8
297 73.10 temperature 25.0 720 < th dose independent rect. 23 1
344 73.20 humidity 90.0 4320 > th dose dependent rect. 3 8
353 73.21 radiation 1.0 30 > th dose dependent rect. 11 1
361 73.24 temperature 25.0 720 < th dose independent rect. 19 5
377 73.27 wind 5.0 720 < th dose independent rect. 17 3
465 73.42 wind 9.0 4320 > th dose independent rect. 15 1
468 73.42 radiation 1.0 43200 < th dose dependent rect. 3 2
478 73.43 radiation 1.0 43200 < th dose dependent rect. 1 4
498 73.46 humidity 90.0 4320 > th dose dependent rect. 12 22
523 73.49 radiation 1.0 43200 < th dose dependent rect. 19 10
529 73.50 radiation 1.0 43200 < th dose dependent rect. 21 8
534 73.51 humidity 90.0 4320 > th dose dependent no NA NA
551 73.52 humidity 90.0 4320 > th dose dependent rect. 8 23
553 73.53 temperature 25.0 270 < th dose independent rect. 18 13
562 73.54 radiation 10.0 720 > th dose independent rect. 11 1
581 73.57 temperature 25.0 720 > th dose independent rect. 18 7
607 73.60 temperature 25.0 720 > th dose independent rect. 17 10
609 73.60 wind 9.0 4320 > th dose dependent rect. 15 1
635 73.64 wind 5.0 4320 > th dose independent rect. 18 2
645 73.65 atmosphere 995.0 4320 > th dose independent rect. 7 5
676 73.69 humidity 90.0 14400 > th dose independent rect. 23 1
693 73.71 humidity 90.0 14400 > th dose dependent rect. 23 3
704 73.72 temperature 25.0 90 > th dose dependent rect. 5 13
732 73.75 humidity 90.0 14400 > th dose dependent rect. 5 1
746 73.77 wind 5.0 270 < th dose independent rect. 17 12
751 73.77 temperature 25.0 720 > th dose dependent rect. 18 11
758 73.77 radiation 1.0 4320 < th dose dependent rect. 18 18
768 73.79 temperature 25.0 270 < th dose independent rect. 7 10
786 73.81 radiation 1.0 4320 < th dose dependent rect. 18 15
807 73.84 precipitation 0.1 43200 > th dose independent rect. 9 2
809 73.84 precipitation 0.1 43200 > th dose dependent rect. 9 2
818 73.85 precipitation 0.1 43200 > th dose independent rect. 5 7
823 73.86 wind 9.0 4320 < th dose independent rect. 15 1
839 73.87 precipitation 0.1 43200 > th dose dependent rect. 5 7
856 73.90 radiation 1.0 4320 > th dose independent rect. 6 23
861 73.91 wind 5.0 4320 < th dose independent rect. 18 2
863 73.91 radiation 1.0 4320 > th dose independent rect. 6 13
890 73.93 precipitation 0.1 43200 > th dose independent rect. 7 4
895 73.93 precipitation 0.1 43200 > th dose dependent rect. 7 4
901 73.94 precipitation 0.1 43200 < th dose independent rect. 9 2
905 73.94 precipitation 0.1 43200 < th dose dependent rect. 9 2
910 73.95 precipitation 0.1 43200 < th dose independent rect. 5 7
911 73.95 precipitation 0.1 43200 < th dose independent rect. 4 9
915 73.95 precipitation 0.1 43200 < th dose dependent rect. 5 7
919 73.95 precipitation 0.1 43200 < th dose dependent rect. 4 9
924 73.96 radiation 40.0 1440 < th dose independent rect. 16 11
983 74.01 temperature 20.0 1440 < th dose independent rect. 18 13