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Os01g0279700

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

Description : Major facilitator superfamily protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.7 (0.0212) R2 : 0.876
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.83 (0.0517) R2dC : 0.845 R2C : 0.794
β3 : 1.35 (0.0963) R2dE : 0.067 R2E : 0.0241
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.16 (0.047) R2dN8 : 0.00463 R2N8 : 0.0164
σ : 0.392
deviance : 70.73
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C
peak time of C : 14.4
E
wheather : temperature
threshold : 25.08
memory length : 376
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
61.41 0.368 12.7 -0.724 2.84 1.27 -0.0254 0.913 -0.292 14.3 24.58 340 -- --
62.52 0.368 12.7 -0.591 2.82 1.2 -0.197 -- -0.255 14.3 24.91 364 -- --
61.41 0.365 12.7 -0.726 2.84 1.27 -- 0.922 -0.292 14.3 24.58 340 -- --
62.45 0.368 12.7 -0.58 2.83 1.19 -- -- -0.25 14.3 25 360 -- --
438.16 0.98 12.9 -1.45 -- -2.48 -- 0.0021 -0.885 -- 64 1057 -- --
82.17 0.425 12.8 -0.88 2.73 -- -0.159 -- -0.487 14.2 -- -- -- --
82.26 0.425 12.8 -0.885 2.73 -- -- -- -0.488 14.2 -- -- -- --
437.12 0.978 12.9 -1.46 -- -2.18 -- -- -0.915 -- 31.2 2522 -- --
70.73 0.392 12.7 -- 2.83 1.35 -- -- -0.16 14.4 25.08 376 -- --
527.33 1.07 12.8 -0.999 -- -- -- -- -0.554 -- -- -- -- --
102.91 0.475 12.7 -- 2.75 -- -- -- -0.39 14.2 -- -- -- --
448.44 0.986 12.6 -- -- 2.17 -- -- -0.101 -- 29.04 1038 -- --
553.68 1.1 12.8 -- -- -- -- -- -0.443 -- -- -- -- --

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 47.69 temperature 15 720 > th dose dependent rect. 18 3
2 47.95 temperature 10 270 > th dose dependent rect. 17 13
5 48.23 temperature 10 720 > th dose dependent rect. 17 5
8 49.18 temperature 20 10 > th dose independent rect. 18 13
18 50.11 temperature 30 270 < th dose dependent rect. 19 6
20 50.42 temperature 30 270 < th dose dependent rect. 17 8
22 50.47 temperature 20 90 > th dose independent rect. 11 20
28 50.98 temperature 30 720 < th dose dependent rect. 21 3
35 51.15 temperature 20 90 > th dose independent rect. 15 16
37 51.19 temperature 20 90 > th dose independent rect. 13 18
40 51.41 temperature 20 10 > th dose independent rect. 15 16
50 51.58 temperature 20 270 > th dose independent rect. 15 14
62 52.08 temperature 25 10 < th dose dependent rect. 18 8
114 52.85 temperature 25 10 < th dose dependent sin 13 NA
130 52.99 temperature 30 270 < th dose dependent rect. 19 14
136 53.06 temperature 25 90 < th dose dependent sin 14 NA
145 53.11 temperature 30 720 < th dose dependent rect. 23 1
188 53.59 temperature 10 10 > th dose dependent sin 12 NA
227 53.98 temperature 10 720 > th dose dependent rect. 18 9
238 54.03 temperature 10 270 > th dose dependent rect. 10 20
303 54.54 temperature 15 270 > th dose dependent rect. 11 18
380 55.13 temperature 15 10 > th dose dependent rect. 20 11
469 55.71 temperature 20 270 > th dose independent rect. 1 4
518 55.99 temperature 25 90 < th dose dependent rect. 7 20
556 56.19 temperature 20 270 > th dose independent rect. 23 7
586 56.37 temperature 15 270 > th dose dependent rect. 24 6
642 56.64 temperature 25 10 < th dose dependent rect. 18 16
651 56.67 temperature 10 720 > th dose dependent rect. 10 12
672 56.75 temperature 15 270 > th dose dependent rect. 1 4
696 56.88 temperature 15 10 > th dose dependent rect. 15 16
733 57.04 temperature 15 10 > th dose dependent rect. 13 18
837 57.55 temperature 20 270 > th dose independent rect. 2 2
881 57.71 atmosphere 1010 270 < th dose independent rect. 15 14
883 57.71 temperature 25 10 < th dose dependent rect. 8 18
945 57.88 temperature 15 270 > th dose dependent rect. 2 2
989 58.02 temperature 20 30 > th dose independent sin 13 NA