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Os08g0170100

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

Description : NB-ARC domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.88 (0.0162) R2 : 0.847
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.27 (0.0423) R2dC : 0.386 R2C : 0.624
β3 : 1.51 (0.0727) R2dE : 0.206 R2E : 0.457
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0858 (0.036) R2dN8 : 0.00276 R2N8 : 0.015
σ : 0.299
deviance : 40.66
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C
peak time of C : 0.111
E
wheather : temperature
threshold : 27.69
memory length : 6
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
36.3 0.283 9.85 0.458 1.2 1.66 -0.347 -0.717 -0.00457 23.9 29.14 10 -- --
36.77 0.285 9.87 0.323 1.21 1.66 -0.533 -- -0.0304 24 28.2 13 -- --
36.64 0.284 9.85 0.518 1.21 1.64 -- -1.04 0.00188 24 29.14 10 -- --
37.87 0.287 9.86 0.345 1.22 1.65 -- -- -0.0233 24 28.05 6 -- --
105.17 0.48 9.78 0.757 -- 2.7 -- -0.912 0.2 -- 29.8 5 -- --
75.89 0.408 9.95 -0.0688 1.69 -- -0.417 -- -0.378 0.596 -- -- -- --
76.63 0.41 9.95 -0.0531 1.69 -- -- -- -0.376 0.601 -- -- -- --
106.3 0.48 9.8 0.61 -- 2.7 -- -- 0.163 -- 29.7 3 -- --
40.66 0.299 9.88 -- 1.27 1.51 -- -- -0.0858 0.111 27.69 6 -- --
255.87 0.747 9.91 0.00653 -- -- -- -- -0.347 -- -- -- -- --
76.7 0.41 9.94 -- 1.69 -- -- -- -0.37 0.6 -- -- -- --
115.36 0.5 9.82 -- -- 2.53 -- -- 0.0674 -- 29.8 2 -- --
255.87 0.747 9.91 -- -- -- -- -- -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 36.12 temperature 30 10 < th dose dependent rect. 17 23
2 36.44 temperature 30 10 < th dose dependent rect. 13 23
3 36.48 temperature 30 10 < th dose dependent rect. 1 23
4 36.50 temperature 30 10 < th dose dependent rect. 15 23
6 36.51 temperature 30 10 < th dose dependent no NA NA
7 36.51 temperature 30 10 < th dose dependent rect. 11 23
9 36.71 temperature 30 30 < th dose dependent rect. 21 23
14 36.95 temperature 10 10 > th dose dependent no NA NA
17 37.05 temperature 30 10 < th dose dependent rect. 9 23
18 37.09 temperature 30 10 < th dose dependent rect. 23 23
24 37.64 temperature 30 10 < th dose dependent rect. 3 23
25 37.71 temperature 15 90 > th dose dependent rect. 19 23
33 38.49 temperature 15 90 > th dose dependent rect. 4 23
38 38.90 temperature 30 10 < th dose dependent rect. 19 23
39 38.96 temperature 30 90 < th dose dependent rect. 7 23
43 39.53 temperature 30 10 < th dose dependent rect. 7 23
44 39.63 temperature 15 10 > th dose dependent rect. 4 23
45 39.69 temperature 15 270 > th dose dependent rect. 17 23
78 40.79 temperature 30 90 < th dose dependent rect. 5 23
187 42.60 temperature 20 10 > th dose dependent rect. 20 23
225 42.92 temperature 20 10 > th dose dependent rect. 2 23
258 43.34 temperature 15 90 > th dose dependent rect. 13 23
265 43.44 temperature 15 90 > th dose dependent rect. 6 23
297 43.66 temperature 15 90 > th dose dependent rect. 9 23
327 43.84 temperature 15 10 > th dose dependent rect. 13 23
337 43.90 temperature 20 10 > th dose dependent rect. 7 23
357 44.11 temperature 15 10 > th dose dependent rect. 9 23
402 44.51 temperature 15 90 > th dose dependent rect. 22 23
409 44.56 temperature 25 720 < th dose dependent rect. 6 16
425 44.63 temperature 20 10 > th dose dependent rect. 22 23
580 45.77 temperature 20 10 > th dose dependent rect. 11 23
593 45.85 temperature 25 720 < th dose dependent sin 22 NA
631 46.00 temperature 30 1440 < th dose dependent rect. 9 3
650 46.08 temperature 10 720 > th dose dependent rect. 11 21
684 46.21 temperature 30 1440 < th dose dependent rect. 20 16
702 46.27 temperature 10 1440 > th dose dependent rect. 21 15
826 46.55 temperature 30 1440 < th dose dependent rect. 1 11
896 46.66 temperature 10 1440 > th dose dependent rect. 9 3
942 46.72 temperature 10 1440 > th dose dependent rect. 4 8
984 46.78 temperature 30 1440 < th dose dependent sin 5 NA
985 46.78 temperature 10 1440 > th dose dependent rect. 21 3