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Os12g0586000

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

Description : Similar to Disease resistance protein ADR1 (Activated disease resistance protein 1).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.7 (0.0226) R2 : 0.131
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.393 (0.0475) R2dN8 : 0.169 R2N8 : 0.131
σ : 0.425
deviance : 82.89
__
_____
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 = temperature, 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
47.82 0.325 13.7 0.597 0.37 -0.523 -0.389 1.08 0.376 22.8 23.1 193 -- --
48.39 0.324 13.7 0.73 0.416 -0.838 -0.241 -- 0.405 22.8 21.19 62 -- --
48.35 0.324 13.7 0.607 0.358 -0.517 -- 1.06 0.373 22.7 23 255 -- --
48.58 0.325 13.7 0.72 0.397 -0.888 -- -- 0.414 22.8 21.4 101 -- --
54.83 0.345 13.7 0.497 -- -0.459 -- 1.34 0.324 -- 25.7 656 -- --
54.9 0.347 13.7 0.872 0.341 -- -0.227 -- 0.491 22.1 -- -- -- --
55.1 0.348 13.7 0.881 0.342 -- -- -- 0.491 22.1 -- -- -- --
56.2 0.349 13.7 0.708 -- -0.869 -- -- 0.409 -- 21.25 398 -- --
61.03 0.364 13.7 -- 0.43 -1.31 -- -- 0.381 22.7 20.78 235 -- --
62.2 0.369 13.7 0.886 -- -- -- -- 0.492 -- -- -- -- --
75.56 0.407 13.7 -- 0.347 -- -- -- 0.393 22.3 -- -- -- --
58.83 0.357 13.7 -- -- -0.859 -- -- 0.25 -- 17.62 47520 -- --
82.89 0.425 13.7 -- -- -- -- -- 0.393 -- -- -- -- --

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 46.00 humidity 90 14400 > th dose independent rect. 3 6
2 46.05 humidity 90 14400 > th dose independent rect. 2 8
3 46.06 humidity 90 14400 > th dose dependent rect. 3 10
4 46.09 humidity 90 14400 > th dose dependent rect. 4 6
9 46.16 humidity 90 14400 > th dose independent rect. 5 2
18 46.24 humidity 90 14400 > th dose dependent rect. 5 2
32 46.40 humidity 90 14400 > th dose dependent sin 3 NA
100 46.83 humidity 90 14400 > th dose independent sin 5 NA
102 46.83 humidity 90 14400 < th dose independent rect. 6 1
130 46.93 humidity 90 14400 > th dose dependent rect. 18 21
154 46.97 humidity 90 14400 > th dose dependent no NA NA
174 46.99 humidity 90 14400 > th dose dependent rect. 8 23
175 46.99 humidity 90 14400 > th dose dependent rect. 11 23
202 47.05 humidity 90 14400 > th dose dependent rect. 5 23
276 47.27 humidity 90 14400 < th dose independent rect. 2 8
399 47.54 temperature 20 1440 > th dose independent rect. 6 1
416 47.57 wind 9 720 > th dose independent rect. 18 16
447 47.61 radiation 10 4320 < th dose dependent rect. 4 1
473 47.64 humidity 90 14400 > th dose independent rect. 2 23
474 47.64 humidity 90 14400 > th dose independent rect. 11 23
482 47.65 humidity 90 14400 > th dose dependent sin 15 NA
490 47.67 humidity 90 14400 > th dose independent no NA NA
516 47.70 humidity 90 14400 > th dose independent rect. 8 23
518 47.71 humidity 90 14400 < th dose independent sin 5 NA
556 47.77 humidity 90 14400 > th dose independent rect. 5 23
600 47.85 temperature 20 1440 < th dose independent rect. 6 1
614 47.87 temperature 20 10 > th dose independent rect. 7 22
673 47.96 radiation 1 14400 > th dose independent rect. 18 11
674 47.96 humidity 90 14400 < th dose independent rect. 19 18
682 47.97 temperature 25 90 < th dose dependent rect. 17 19
728 48.04 wind 9 720 > th dose dependent rect. 18 16
844 48.19 temperature 25 270 < th dose dependent rect. 3 20
876 48.23 wind 9 1440 > th dose dependent rect. 11 1
889 48.25 wind 9 14400 > th dose independent rect. 23 1
892 48.25 radiation 30 4320 < th dose independent rect. 3 4
902 48.25 wind 9 14400 > th dose dependent rect. 23 2
912 48.27 humidity 90 14400 < th dose independent rect. 23 22
950 48.30 temperature 25 90 < th dose dependent rect. 4 23
951 48.31 wind 1 4320 > th dose independent rect. 6 3
952 48.31 wind 9 14400 < th dose independent rect. 23 4
967 48.32 radiation 30 4320 < th dose independent rect. 16 15
972 48.32 humidity 90 14400 < th dose independent rect. 5 23
985 48.33 humidity 90 14400 < th dose independent rect. 2 23
992 48.34 humidity 90 14400 < th dose independent no NA NA