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Os04g0498900

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 : 10.7 (0.0126) R2 : 0.273
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.348 (0.0266) R2dN8 : 0.353 R2N8 : 0.273
σ : 0.238
deviance : 26.02
__
_____
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
22.15 0.221 10.7 -0.279 0.035 0.296 -0.0832 0.657 0.307 13.3 65 6011 -- --
22.57 0.221 10.7 -0.286 0.0651 0.302 -0.137 -- 0.349 13.9 69.31 6171 -- --
22.18 0.219 10.7 -0.281 0.0353 0.292 -- 0.663 0.306 12.9 65 6000 -- --
22.55 0.221 10.7 -0.279 0.051 0.332 -- -- 0.358 14.5 69.24 6161 -- --
22.25 0.22 10.7 -0.28 -- 0.283 -- 0.677 0.306 -- 65.2 5941 -- --
24.14 0.23 10.7 -0.257 0.0363 -- -0.0542 -- 0.321 13 -- -- -- --
24.16 0.23 10.7 -0.259 0.0364 -- -- -- 0.32 12.7 -- -- -- --
22.72 0.222 10.7 -0.278 -- 0.329 -- -- 0.357 -- 69.48 6029 -- --
24.55 0.231 10.7 -- 0.0524 0.31 -- -- 0.386 13.7 69.19 6003 -- --
24.24 0.23 10.7 -0.26 -- -- -- -- 0.32 -- -- -- -- --
25.92 0.238 10.7 -- 0.0405 -- -- -- 0.349 13 -- -- -- --
24.71 0.232 10.7 -- -- 0.302 -- -- 0.384 -- 69.19 6001 -- --
26.02 0.238 10.7 -- -- -- -- -- 0.348 -- -- -- -- --

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 20.81 precipitation 0.1 14400 > th dose dependent rect. 3 9
6 20.93 wind 1.0 1440 < th dose independent rect. 12 1
7 20.96 precipitation 0.1 14400 > th dose independent rect. 3 9
8 20.98 precipitation 0.1 14400 < th dose independent rect. 3 9
10 20.98 precipitation 0.1 14400 < th dose dependent rect. 3 9
14 21.02 wind 1.0 1440 > th dose independent rect. 12 1
19 21.06 precipitation 0.1 14400 < th dose independent rect. 3 7
21 21.06 wind 1.0 1440 < th dose dependent rect. 12 2
22 21.06 precipitation 0.1 14400 < th dose dependent rect. 3 7
44 21.22 precipitation 0.1 14400 > th dose independent rect. 3 14
45 21.22 precipitation 0.1 14400 < th dose independent rect. 3 14
48 21.22 precipitation 0.1 14400 < th dose dependent rect. 3 14
51 21.24 wind 1.0 1440 < th dose independent rect. 12 7
59 21.28 wind 1.0 1440 < th dose dependent rect. 12 7
60 21.29 precipitation 0.1 14400 > th dose dependent sin 4 NA
73 21.34 precipitation 0.1 14400 > th dose independent sin 3 NA
74 21.34 precipitation 0.1 14400 < th dose independent sin 3 NA
77 21.34 precipitation 0.1 14400 < th dose dependent sin 3 NA
100 21.41 wind 1.0 1440 > th dose independent rect. 12 7
125 21.45 temperature 10.0 270 > th dose dependent rect. 17 9
184 21.53 radiation 40.0 4320 > th dose independent rect. 15 17
310 21.69 radiation 40.0 4320 > th dose independent rect. 15 1
349 21.72 precipitation 0.1 4320 < th dose independent rect. 7 1
355 21.72 precipitation 0.1 4320 < th dose dependent rect. 7 1
377 21.76 temperature 30.0 270 < th dose independent rect. 6 6
397 21.78 temperature 30.0 90 < th dose dependent rect. 15 16
407 21.79 precipitation 0.1 14400 > th dose dependent rect. 2 18
437 21.84 humidity 90.0 4320 > th dose dependent rect. 8 1
465 21.85 precipitation 0.1 4320 > th dose dependent rect. 19 1
471 21.86 precipitation 0.1 4320 > th dose independent rect. 7 1
479 21.86 precipitation 0.1 4320 > th dose dependent rect. 7 1
498 21.89 temperature 25.0 270 > th dose independent rect. 17 8
512 21.90 temperature 30.0 10 < th dose dependent rect. 14 17
513 21.91 precipitation 0.1 4320 > th dose independent rect. 19 1
520 21.91 radiation 40.0 1440 < th dose independent rect. 15 17
525 21.92 precipitation 0.1 1440 > th dose independent rect. 23 1
530 21.92 precipitation 0.1 1440 > th dose dependent rect. 23 1
566 21.95 precipitation 0.1 4320 < th dose independent rect. 19 1
570 21.95 temperature 25.0 270 < th dose independent rect. 13 17
573 21.95 precipitation 0.1 4320 < th dose dependent rect. 19 1
579 21.96 humidity 50.0 4320 > th dose independent rect. 4 6
602 21.98 radiation 40.0 1440 < th dose independent rect. 15 3
635 22.00 temperature 25.0 720 > th dose independent rect. 16 3
682 22.03 wind 5.0 270 < th dose independent rect. 16 9
688 22.03 humidity 60.0 14400 < th dose dependent rect. 14 1
689 22.03 radiation 1.0 4320 < th dose dependent rect. 7 1
706 22.04 humidity 60.0 14400 < th dose dependent rect. 12 4
707 22.04 radiation 1.0 4320 < th dose dependent rect. 7 5
780 22.07 temperature 10.0 30 > th dose dependent rect. 20 7
796 22.08 wind 1.0 1440 < th dose independent rect. 12 13
798 22.08 radiation 1.0 270 > th dose independent rect. 17 19
819 22.09 humidity 50.0 4320 > th dose independent rect. 2 8
822 22.09 wind 1.0 1440 < th dose independent rect. 10 15
823 22.09 humidity 50.0 270 > th dose independent rect. 12 18
847 22.10 temperature 10.0 10 > th dose dependent rect. 18 9
851 22.11 wind 1.0 4320 > th dose independent rect. 18 1
899 22.13 humidity 50.0 270 > th dose independent rect. 1 16
910 22.14 wind 1.0 4320 < th dose independent rect. 17 2
961 22.15 humidity 60.0 14400 < th dose dependent rect. 12 22
963 22.16 humidity 70.0 4320 < th dose independent rect. 16 1
988 22.16 humidity 60.0 14400 < th dose dependent rect. 12 9