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Os02g0195500

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

Description : Protein of unknown function DUF1680 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.92 (0.0174) R2 : 0.655
β1 : -0.805 (0.0636) R2dD : 0.126 R2D : 0.105
β2 : 1.12 (0.0419) R2dC : 0.541 R2C : 0.532
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0832 (0.0371) R2dN8 : 0.00511 R2N8 : -0.00739
σ : 0.327
deviance : 48.64
__
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C
peak time of C : 22.2
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
39.78 0.296 9.96 -1.11 0.985 0.778 0.504 -0.792 -0.242 22.8 16.08 547 -- --
40.23 0.295 9.94 -0.979 0.983 0.783 0.391 -- -0.203 22.8 15.26 557 -- --
40.76 0.297 9.95 -1.09 0.989 0.779 -- -0.539 -0.233 22.8 16.01 526 -- --
40.95 0.298 9.94 -0.987 0.981 0.781 -- -- -0.201 22.8 15.3 559 -- --
88.73 0.439 9.93 -1.11 -- 1.35 -- -0.208 -0.296 -- 16.1 747 -- --
47.85 0.324 9.92 -0.787 1.12 -- 0.447 -- -0.0822 22.2 -- -- -- --
48.64 0.327 9.92 -0.805 1.12 -- -- -- -0.0832 22.2 -- -- -- --
88.51 0.438 9.94 -1.17 -- 1.41 -- -- -0.312 -- 16.07 760 -- --
64.03 0.373 9.91 -- 1.06 0.323 -- -- -0.0371 22.4 17.09 469 -- --
124.39 0.521 9.89 -0.788 -- -- -- -- -0.0809 -- -- -- -- --
65.7 0.379 9.9 -- 1.11 -- -- -- 0.00643 22.1 -- -- -- --
118.75 0.508 9.89 -- -- 0.858 -- -- -0.0568 -- 24.2 746 -- --
140.79 0.554 9.87 -- -- -- -- -- 0.0066 -- -- -- -- --

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 36.73 temperature 15 720 > th dose dependent sin 5 NA
3 36.78 temperature 20 720 > th dose dependent rect. 6 3
4 36.78 temperature 15 720 > th dose dependent rect. 4 5
17 36.96 temperature 15 720 > th dose dependent rect. 23 16
19 36.98 temperature 15 720 > th dose dependent rect. 1 15
87 37.52 temperature 15 270 > th dose dependent rect. 4 15
246 38.24 temperature 30 720 < th dose dependent rect. 24 15
273 38.37 temperature 30 720 < th dose dependent sin 7 NA
286 38.44 temperature 30 720 < th dose dependent rect. 2 10
293 38.46 temperature 30 720 < th dose dependent sin 4 NA
368 38.66 temperature 30 720 < th dose dependent rect. 1 6
369 38.66 temperature 30 720 < th dose dependent rect. 24 8
448 38.91 temperature 30 270 < th dose dependent rect. 8 7
484 38.99 temperature 30 270 < th dose dependent rect. 8 13
539 39.13 temperature 25 270 < th dose independent rect. 8 5
589 39.21 temperature 30 270 < th dose dependent rect. 7 20
604 39.25 temperature 25 270 < th dose independent rect. 9 2
644 39.30 temperature 10 270 > th dose dependent rect. 12 23
676 39.37 temperature 20 720 > th dose independent rect. 4 5
707 39.43 temperature 30 720 < th dose dependent rect. 9 2
734 39.49 temperature 25 270 > th dose independent rect. 1 18
755 39.53 temperature 25 720 < th dose dependent rect. 3 2
759 39.54 temperature 25 270 > th dose independent rect. 6 13
772 39.57 temperature 30 270 < th dose dependent sin 23 NA
808 39.63 temperature 15 30 > th dose dependent rect. 3 17
828 39.66 temperature 20 270 > th dose dependent rect. 12 23