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Os11g0579600

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

Description : Protein of unknown function DUF295 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.34 (0.0154) R2 : 0.555
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.59 (0.069) R2dE : 0.559 R2E : 0.554
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0112 (0.0333) R2dN8 : 0.000152 R2N8 : -0.00408
σ : 0.287
deviance : 37.95
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C
peak time of C : --
E
wheather : temperature
threshold : 14.11
memory length : 754
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
31.25 0.263 9.33 0.464 0.203 1.5 -0.545 0.0854 0.0524 4.09 9.469 589 -- --
31.26 0.26 9.33 0.45 0.204 1.51 -0.56 -- 0.0493 4.13 9.894 589 -- --
31.83 0.263 9.32 0.514 0.307 1.53 -- 0.297 0.0654 2.87 8.799 466 -- --
31.87 0.263 9.33 0.475 0.349 1.54 -- -- 0.0537 2.56 10.04 416 -- --
33.05 0.268 9.32 0.484 -- 1.42 -- 0.158 0.069 -- 4.45 724 -- --
57.5 0.355 9.29 0.83 0.343 -- 0.441 -- 0.28 20.9 -- -- -- --
58.05 0.357 9.29 0.813 0.341 -- -- -- 0.279 21.5 -- -- -- --
33.07 0.268 9.33 0.456 -- 1.42 -- -- 0.0614 -- 6.02 724 -- --
37 0.283 9.35 -- 0.246 1.72 -- -- -0.0289 4.09 14.17 586 -- --
64.86 0.376 9.28 0.815 -- -- -- -- 0.278 -- -- -- -- --
75.45 0.406 9.31 -- 0.342 -- -- -- 0.188 21.6 -- -- -- --
37.95 0.287 9.34 -- -- 1.59 -- -- -0.0112 -- 14.11 754 -- --
82.37 0.424 9.3 -- -- -- -- -- 0.187 -- -- -- -- --

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 30.65 temperature 10 720 > th dose dependent rect. 12 23
5 31.20 temperature 10 720 > th dose dependent rect. 10 23
9 31.27 temperature 10 720 > th dose dependent rect. 1 23
10 31.27 temperature 10 720 > th dose dependent rect. 3 23
12 31.35 temperature 10 720 > th dose dependent rect. 19 23
20 31.51 temperature 10 720 > th dose dependent no NA NA
34 31.69 temperature 15 720 > th dose dependent rect. 23 23
66 32.03 temperature 30 720 < th dose dependent rect. 23 22
71 32.09 temperature 30 720 < th dose dependent rect. 15 22
122 32.42 temperature 30 720 < th dose dependent no NA NA
158 32.67 temperature 30 720 < th dose dependent rect. 7 23
364 33.82 temperature 30 1440 < th dose dependent rect. 23 1
369 33.83 temperature 30 1440 < th dose dependent sin 11 NA
373 33.84 temperature 10 1440 > th dose dependent sin 9 NA
383 33.87 temperature 30 1440 < th dose dependent rect. 18 11
384 33.87 temperature 30 1440 < th dose dependent rect. 17 13
390 33.88 temperature 10 1440 > th dose dependent rect. 23 1
401 33.90 temperature 10 1440 > th dose dependent rect. 19 10
410 33.91 temperature 10 1440 > th dose dependent rect. 20 14
415 33.92 temperature 30 1440 < th dose dependent rect. 20 6
416 33.92 temperature 10 1440 > th dose dependent rect. 20 7
692 34.14 temperature 30 30 < th dose dependent rect. 11 23
810 34.29 temperature 30 30 < th dose dependent rect. 9 23