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Os04g0575400

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.2 (0.0204) R2 : 0.542
β1 : 1.81 (0.0829) R2dD : 0.637 R2D : 0.134
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.52 (0.0893) R2dE : 0.404 R2E : -0.108
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.368 (0.0461) R2dN8 : 0.0977 R2N8 : -0.102
σ : 0.374
deviance : 64.6
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 12.06
memory length : 3798
response mode : > th
dose dependency : dose dependent
G
type of G : no
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
54.55 0.347 9.09 2.47 0.292 -1.25 0.352 3.13 0.581 11 19.49 1565 -- --
61.95 0.367 9.19 1.87 0.304 -1.44 0.403 -- 0.377 9.29 15 4357 -- --
54.98 0.345 9.09 2.46 0.293 -1.29 -- 3.1 0.58 11.3 19.1 1629 -- --
61.55 0.365 9.19 1.84 0.293 -1.44 -- -- 0.355 10.7 12.99 4559 -- --
57.44 0.353 9.08 2.55 -- -1.42 -- 3.2 0.606 -- 18.6 2250 -- --
99.2 0.467 9.26 1.14 0.318 -- 0.36 -- 0.0698 11 -- -- -- --
99.75 0.468 9.26 1.16 0.316 -- -- -- 0.071 11 -- -- -- --
64.6 0.374 9.2 1.81 -- -1.52 -- -- 0.368 -- 12.06 3798 -- --
120.48 0.514 9.25 -- 0.569 -1.17 -- -- 0.0811 12.6 12.99 4559 -- --
105.97 0.481 9.26 1.15 -- -- -- -- 0.0687 -- -- -- -- --
135.08 0.544 9.28 -- 0.307 -- -- -- -0.0579 10.7 -- -- -- --
121.73 0.514 9.26 -- -- -0.838 -- -- 0.0704 -- 19.62 808 -- --
140.9 0.554 9.29 -- -- -- -- -- -0.059 -- -- -- -- --

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 53.15 temperature 20 1440 > th dose dependent rect. 17 10
6 53.22 temperature 20 1440 > th dose dependent rect. 16 15
16 53.38 temperature 20 1440 > th dose dependent sin 13 NA
20 53.44 radiation 1 14400 > th dose independent rect. 18 1
31 53.45 temperature 20 1440 > th dose dependent rect. 17 5
52 53.76 wind 9 43200 > th dose dependent rect. 18 7
55 53.77 temperature 20 1440 > th dose dependent rect. 20 1
61 53.85 wind 9 43200 > th dose dependent rect. 18 12
65 53.86 temperature 30 1440 < th dose dependent rect. 17 14
78 53.96 wind 9 43200 > th dose dependent rect. 18 9
113 54.21 temperature 25 1440 < th dose dependent rect. 3 2
144 54.39 radiation 1 14400 < th dose independent rect. 18 12
153 54.43 temperature 30 1440 < th dose dependent sin 12 NA
187 54.55 temperature 20 720 > th dose dependent rect. 19 18
204 54.60 temperature 15 1440 > th dose dependent rect. 3 2
214 54.63 temperature 15 1440 > th dose dependent rect. 2 5
406 55.07 wind 9 43200 > th dose independent rect. 18 7
436 55.12 temperature 20 1440 > th dose dependent no NA NA
499 55.23 temperature 20 1440 > th dose dependent rect. 23 23
505 55.24 temperature 20 1440 > th dose dependent rect. 6 23
521 55.26 temperature 20 1440 > th dose dependent rect. 20 23
552 55.32 temperature 20 270 > th dose dependent rect. 16 23
567 55.35 radiation 1 14400 < th dose dependent rect. 4 2
589 55.40 radiation 1 14400 < th dose independent rect. 18 2
590 55.40 radiation 1 14400 < th dose independent rect. 18 4
591 55.40 radiation 1 14400 < th dose independent rect. 18 6
595 55.40 temperature 20 4320 > th dose dependent rect. 9 13
607 55.41 temperature 20 4320 > th dose dependent rect. 11 11
632 55.44 radiation 1 14400 < th dose dependent rect. 17 14
638 55.45 wind 9 43200 > th dose independent rect. 18 9
675 55.50 temperature 20 4320 > th dose dependent rect. 8 5
699 55.53 radiation 1 14400 < th dose dependent rect. 19 11
707 55.55 temperature 20 4320 > th dose dependent rect. 7 9
713 55.56 temperature 20 4320 > th dose dependent sin 21 NA
726 55.57 radiation 1 14400 < th dose dependent rect. 17 3
794 55.64 temperature 10 720 > th dose dependent rect. 12 23
824 55.70 wind 9 43200 < th dose independent rect. 18 3
874 55.74 temperature 20 4320 > th dose dependent rect. 11 2
936 55.82 temperature 20 4320 > th dose dependent rect. 9 1