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Os06g0731900

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

Description : Protein of unknown function DUF707 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.93 (0.0123) R2 : 0.752
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.08 (0.0292) R2dC : 0.752 R2C : 0.748
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0573 (0.0258) R2dN8 : 0.00347 R2N8 : -0.00013
σ : 0.231
deviance : 24.46
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_____
C
peak time of C : 0.108
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
19.82 0.209 9.92 0.106 0.931 -0.529 -0.21 -0.156 0.0136 23.5 23.6 14 -- --
19.8 0.209 9.91 0.126 0.926 -0.541 -0.18 -- 0.0188 23.5 23.6 14 -- --
19.94 0.21 9.91 0.136 0.929 -0.535 -- 0.0339 0.0199 23.5 23.6 14 -- --
19.94 0.208 9.91 0.128 0.93 -0.533 -- -- 0.0175 23.6 23.6 5 -- --
63.47 0.373 9.86 0.395 -- -1.24 -- 1 0.149 -- 23.6 14 -- --
24.39 0.232 9.93 0.036 1.08 -- -0.0791 -- -0.0533 0.103 -- -- -- --
24.42 0.231 9.93 0.0391 1.08 -- -- -- -0.0529 0.106 -- -- -- --
63.84 0.372 9.86 0.293 -- -1.18 -- -- 0.145 -- 21.85 4 -- --
20.39 0.21 9.92 -- 0.94 -0.5 -- -- -0.00142 23.6 23.7 6 -- --
98.18 0.463 9.91 0.0736 -- -- -- -- -0.0372 -- -- -- -- --
24.46 0.231 9.93 -- 1.08 -- -- -- -0.0573 0.108 -- -- -- --
65.75 0.378 9.88 -- -- -1.12 -- -- 0.0861 -- 23.15 3 -- --
98.33 0.463 9.91 -- -- -- -- -- -0.0454 -- -- -- -- --

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 19.14 temperature 20 30 > th dose dependent sin 1 NA
8 19.28 temperature 30 30 < th dose dependent sin 2 NA
27 19.52 temperature 30 270 < th dose dependent rect. 1 15
40 19.70 temperature 30 90 < th dose dependent rect. 3 14
67 19.88 temperature 25 30 > th dose dependent rect. 13 23
69 19.89 temperature 30 90 < th dose dependent rect. 3 16
83 19.97 temperature 25 10 > th dose dependent rect. 22 23
88 19.99 temperature 25 10 > th dose dependent rect. 5 20
128 20.05 temperature 25 10 > th dose dependent no NA NA
130 20.05 temperature 25 10 > th dose dependent rect. 5 16
138 20.06 temperature 25 30 > th dose dependent rect. 20 23
198 20.12 temperature 25 10 > th dose dependent rect. 15 23
233 20.17 temperature 20 720 > th dose dependent rect. 5 4
239 20.17 temperature 25 30 > th dose dependent rect. 11 23
301 20.28 temperature 25 30 > th dose dependent rect. 9 23
302 20.28 temperature 25 30 > th dose dependent rect. 17 23
414 20.49 temperature 25 270 < th dose independent rect. 23 19
525 20.58 temperature 25 720 > th dose independent rect. 5 4
528 20.58 temperature 30 90 < th dose dependent rect. 5 12
757 20.77 temperature 25 270 < th dose independent sin 5 NA
785 20.79 temperature 30 720 < th dose dependent rect. 2 8
798 20.80 temperature 20 14400 < th dose independent rect. 24 2
838 20.84 temperature 25 270 > th dose independent sin 4 NA
864 20.86 temperature 20 14400 < th dose independent rect. 21 6
877 20.87 temperature 20 14400 > th dose independent rect. 21 5
898 20.88 temperature 20 14400 > th dose independent rect. 24 2
924 20.89 temperature 25 30 > th dose dependent rect. 22 14
941 20.90 temperature 20 14400 > th dose independent rect. 15 12
961 20.90 temperature 25 30 > th dose dependent rect. 24 12
971 20.91 temperature 20 14400 > th dose independent sin 14 NA