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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.

Os11g0540100

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

Description : Similar to Xaa-Pro aminopeptidase 2 (EC 3.4.11.9).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.91 (0.033) R2 : 0.00156
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0585 (0.0694) R2dN8 : 0.00201 R2N8 : 0.00156
σ : 0.621
deviance : 176.83
__
_____
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 = wind, 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
166.74 0.607 2.9 -0.0846 0.0833 0.657 -1.11 -3.57 0.0745 6.11 10.38 619 -- --
167.03 0.602 2.91 -0.0515 0.0844 1.39 -1.08 -- 0.0755 6.15 10.4 618 -- --
169.6 0.607 2.9 -0.1 0.0813 0.438 -- -4.09 0.076 4.79 10.3 620 -- --
169.86 0.607 2.91 -0.0668 0.0745 1.25 -- -- 0.0783 4.94 10.39 628 -- --
169.94 0.607 2.9 -0.0929 -- 0.561 -- -3.3 0.0801 -- 10.3 628 -- --
174.4 0.619 2.92 -0.132 0.0408 -- -0.875 -- 0.039 5.75 -- -- -- --
176.07 0.621 2.92 -0.139 0.0672 -- -- -- 0.0419 1.84 -- -- -- --
170.18 0.608 2.91 -0.0619 -- 1.25 -- -- 0.0757 -- 10.36 627 -- --
169.95 0.607 2.91 -- 0.0786 1.29 -- -- 0.0819 4.46 10.37 628 -- --
176.35 0.621 2.92 -0.136 -- -- -- -- 0.0435 -- -- -- -- --
176.58 0.622 2.92 -- 0.0647 -- -- -- 0.0573 1.78 -- -- -- --
170.28 0.608 2.91 -- -- 1.27 -- -- 0.0831 -- 10.35 626 -- --
176.83 0.621 2.91 -- -- -- -- -- 0.0585 -- -- -- -- --

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
1 149.91 wind 9.0 30 > th dose dependent rect. 19 7
10 149.92 wind 7.0 10 > th dose independent rect. 20 7
17 150.22 wind 7.0 90 > th dose independent rect. 20 1
23 150.29 wind 9.0 30 > th dose dependent rect. 18 4
28 150.38 wind 9.0 90 > th dose independent rect. 18 4
50 150.43 wind 9.0 30 > th dose dependent rect. 21 5
75 150.50 wind 7.0 90 > th dose dependent rect. 20 1
442 154.62 precipitation 0.1 10 > th dose independent rect. 19 1
452 154.62 precipitation 0.1 10 > th dose dependent rect. 19 1
686 158.73 wind 9.0 30 < th dose independent sin 10 NA
688 158.74 wind 9.0 30 > th dose independent sin 10 NA
886 161.96 wind 7.0 30 > th dose dependent sin 10 NA
973 163.02 radiation 40.0 4320 < th dose dependent rect. 1 1
991 163.08 temperature 10.0 1440 > th dose independent rect. 1 1
994 163.08 temperature 30.0 1440 < th dose independent rect. 1 1
998 163.08 humidity 50.0 1440 > th dose independent rect. 1 1