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Os10g0190800

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.64 (0.0228) R2 : 0.0357
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.197 (0.048) R2dN8 : 0.0461 R2N8 : 0.0357
σ : 0.43
deviance : 84.71
__
_____
C
peak time of C : --
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
51.19 0.336 7.57 1.05 0.646 0.121 0.24 2.97 0.357 4.5 19.68 241 -- --
55.07 0.346 7.64 0.503 0.718 0.447 -0.605 -- 0.207 5.01 24.53 629 -- --
51.3 0.334 7.57 1.01 0.645 0.125 -- 2.75 0.346 4.51 19.6 245 -- --
55.67 0.348 7.63 0.473 0.719 0.441 -- -- 0.194 5.12 24.3 610 -- --
65.92 0.378 7.54 1.28 -- -0.492 -- 3.64 0.487 -- 21.96 256 -- --
58.08 0.357 7.63 0.551 0.56 -- -0.693 -- 0.243 4.48 -- -- -- --
59.38 0.361 7.62 0.556 0.556 -- -- -- 0.247 4.49 -- -- -- --
71.65 0.394 7.64 0.456 -- 0.331 -- -- 0.213 -- 23.9 2723 -- --
61.15 0.364 7.64 -- 0.715 0.554 -- -- 0.157 5.42 23.89 683 -- --
75.91 0.407 7.63 0.578 -- -- -- -- 0.261 -- -- -- -- --
67.53 0.384 7.64 -- 0.567 -- -- -- 0.185 4.47 -- -- -- --
76.65 0.408 7.65 -- -- 0.436 -- -- 0.148 -- 23.7 2736 -- --
84.71 0.43 7.64 -- -- -- -- -- 0.197 -- -- -- -- --

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 50.60 temperature 20 1440 > th dose dependent rect. 17 11
6 50.64 temperature 15 1440 > th dose dependent rect. 22 6
7 50.65 temperature 15 1440 > th dose dependent rect. 23 2
31 50.70 temperature 20 1440 > th dose dependent rect. 20 1
40 50.71 temperature 30 1440 < th dose dependent rect. 22 6
41 50.72 temperature 30 1440 < th dose dependent rect. 23 4
54 50.74 temperature 20 1440 > th dose dependent sin 12 NA
105 50.80 temperature 20 270 > th dose dependent rect. 17 22
124 50.84 wind 1 14400 > th dose independent rect. 11 1
247 50.96 temperature 20 10 > th dose dependent rect. 9 15
306 51.03 temperature 30 1440 < th dose dependent sin 11 NA
315 51.04 temperature 20 720 > th dose dependent rect. 21 17
345 51.07 temperature 20 90 > th dose dependent rect. 8 21
346 51.08 wind 1 14400 < th dose independent rect. 10 2
347 51.08 temperature 25 4320 < th dose independent rect. 12 18
364 51.08 temperature 20 270 > th dose dependent rect. 19 23
385 51.10 temperature 20 270 > th dose dependent rect. 5 22
420 51.14 wind 9 43200 > th dose dependent rect. 12 1
477 51.17 temperature 20 90 > th dose dependent rect. 11 23
533 51.22 temperature 20 10 > th dose dependent rect. 9 19
536 51.22 temperature 20 10 > th dose dependent rect. 9 21
538 51.22 temperature 20 270 > th dose dependent rect. 1 23
561 51.24 wind 9 43200 > th dose dependent rect. 15 1
590 51.26 temperature 20 270 > th dose dependent no NA NA
620 51.28 temperature 20 720 > th dose dependent sin 6 NA
629 51.29 temperature 25 4320 < th dose independent rect. 22 5
689 51.33 temperature 25 4320 > th dose independent rect. 22 4
690 51.33 temperature 25 4320 > th dose independent rect. 12 18
736 51.35 temperature 25 4320 < th dose independent sin 14 NA
913 51.43 temperature 20 270 > th dose dependent rect. 23 23
943 51.45 temperature 25 4320 < th dose independent rect. 20 19
984 51.47 wind 1 43200 < th dose independent rect. 2 2