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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os07g0556200

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

Description : Rieske iron-sulfur protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 15.2 (0.0237) R2 : 0.17
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.483 (0.0499) R2dN8 : 0.22 R2N8 : 0.17
σ : 0.446
deviance : 91.33
__
_____
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 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
72.16 0.399 15.2 -0.0951 0.0476 -0.785 -0.147 -1.64 -0.378 17.1 21.44 1446 -- --
75.98 0.406 15.2 0.268 0.0401 -0.61 -0.156 -- -0.256 17.3 22.42 1390 -- --
72.21 0.396 15.2 -0.0944 0.0472 -0.785 -- -1.63 -0.377 17.5 21.4 1450 -- --
76 0.406 15.2 0.263 0.0457 -0.606 -- -- -0.262 20.3 22.47 1337 -- --
72.33 0.396 15.2 -0.0952 -- -0.788 -- -1.63 -0.379 -- 21.4 1445 -- --
90.99 0.447 15.2 0.0542 0.0645 -- -0.157 -- -0.475 16.8 -- -- -- --
91.05 0.447 15.2 0.0534 0.0642 -- -- -- -0.475 17.2 -- -- -- --
76.11 0.406 15.2 0.267 -- -0.611 -- -- -0.261 -- 22.46 1392 -- --
77.69 0.411 15.2 -- 0.0561 -0.553 -- -- -0.313 20.6 22.4 1261 -- --
91.26 0.446 15.2 0.0512 -- -- -- -- -0.477 -- -- -- -- --
91.12 0.447 15.2 -- 0.0633 -- -- -- -0.481 17.2 -- -- -- --
77.84 0.411 15.2 -- -- -0.552 -- -- -0.309 -- 22.4 1364 -- --
91.33 0.446 15.2 -- -- -- -- -- -0.483 -- -- -- -- --

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 70.28 temperature 20 1440 > th dose dependent rect. 1 1
18 71.21 temperature 30 1440 < th dose dependent rect. 1 1
29 71.62 temperature 25 1440 < th dose dependent rect. 18 11
101 71.98 temperature 25 1440 < th dose dependent sin 14 NA
161 72.18 temperature 25 1440 < th dose dependent rect. 20 2
537 73.53 temperature 25 4320 < th dose independent rect. 21 1
545 73.56 temperature 25 1440 < th dose dependent no NA NA
567 73.62 temperature 25 1440 < th dose dependent rect. 24 23
591 73.71 temperature 15 1440 > th dose dependent sin 11 NA
614 73.76 temperature 25 4320 > th dose independent rect. 21 1
682 73.96 temperature 20 1440 < th dose independent rect. 3 3
684 73.97 temperature 20 1440 < th dose independent rect. 5 1
691 73.98 temperature 15 10 > th dose dependent rect. 1 23
712 74.04 temperature 10 720 > th dose dependent rect. 20 19
719 74.07 temperature 20 1440 > th dose independent rect. 3 3
721 74.08 temperature 20 1440 > th dose independent rect. 5 1