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Os07g0633800

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 : 10.9 (0.0168) R2 : 0.576
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.08 (0.0484) R2dE : 0.547 R2E : 0.573
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0517 (0.0376) R2dN8 : 0.00268 R2N8 : 0.0284
σ : 0.309
deviance : 44.09
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C
peak time of C : --
E
wheather : temperature
threshold : 22.3
memory length : 1951
response mode : < th
dose dependency : dose independent
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 independent, 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
37.67 0.288 10.9 -0.334 0.204 -1.02 -0.221 1.34 -0.0404 20.1 22.6 1538 -- --
41.68 0.301 10.9 0.139 0.209 -1.02 -0.215 -- 0.0675 20.1 22.3 1501 -- --
37.8 0.286 10.9 -0.326 0.206 -1.02 -- 1.33 -0.0411 19.9 22.6 1533 -- --
41.72 0.301 10.9 0.0903 0.215 -1.11 -- -- 0.0537 19.7 22.1 1509 -- --
39.44 0.292 10.9 -0.43 -- -1.02 -- 1.5 -0.0883 -- 22.78 1979 -- --
83.05 0.427 10.8 0.493 0.198 -- -0.305 -- 0.438 20.8 -- -- -- --
83.33 0.427 10.8 0.504 0.202 -- -- -- 0.438 20.4 -- -- -- --
43.86 0.308 10.9 0.1 -- -1.04 -- -- 0.0659 -- 22.33 1938 -- --
41.86 0.301 10.9 -- 0.207 -1.1 -- -- 0.0687 19.8 22 1518 -- --
85.61 0.432 10.8 0.503 -- -- -- -- 0.436 -- -- -- -- --
90.03 0.444 10.8 -- 0.2 -- -- -- 0.382 20.6 -- -- -- --
44.09 0.309 10.9 -- -- -1.08 -- -- 0.0517 -- 22.3 1951 -- --
92.28 0.448 10.8 -- -- -- -- -- 0.38 -- -- -- -- --

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 36.55 temperature 30 1440 < th dose dependent rect. 15 14
11 36.72 temperature 25 1440 < th dose dependent rect. 21 2
14 36.73 temperature 30 1440 < th dose dependent sin 15 NA
33 36.92 temperature 15 1440 > th dose dependent rect. 16 13
44 36.98 temperature 15 1440 > th dose dependent rect. 17 10
55 37.02 temperature 25 1440 < th dose dependent rect. 19 6
82 37.14 temperature 15 1440 > th dose dependent sin 14 NA
155 37.40 temperature 10 1440 > th dose dependent rect. 21 1
414 38.17 temperature 15 720 > th dose dependent rect. 19 23
463 38.36 temperature 30 1440 < th dose dependent no NA NA
469 38.38 radiation 1 43200 < th dose independent rect. 18 11
490 38.44 temperature 30 1440 < th dose dependent rect. 1 23
496 38.45 temperature 30 1440 < th dose dependent rect. 23 23
505 38.46 temperature 30 1440 < th dose dependent rect. 20 23
509 38.47 temperature 30 1440 < th dose dependent rect. 4 23
528 38.51 radiation 1 43200 < th dose independent rect. 18 3
530 38.51 radiation 1 43200 < th dose independent rect. 18 6
588 38.60 radiation 1 43200 > th dose independent rect. 18 11
606 38.63 radiation 1 43200 > th dose independent rect. 18 1
720 38.85 temperature 15 720 > th dose dependent rect. 23 23
794 38.98 temperature 15 720 > th dose dependent no NA NA
882 39.13 temperature 15 1440 > th dose dependent rect. 1 23
883 39.13 temperature 15 720 > th dose dependent rect. 3 23