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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.

Os07g0272700

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

Description : No apical meristem (NAM) protein domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.96 (0.0216) R2 : 0.00351
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0576 (0.0454) R2dN8 : 0.00454 R2N8 : 0.00351
σ : 0.406
deviance : 75.78
__
_____
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 = atmosphere, 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
64.32 0.374 2.95 -0.0457 0.153 1.34 -0.0723 -3.05 0.0719 13.4 1015 10 -- --
65.19 0.376 2.96 -0.000447 0.176 2.01 0.0481 -- 0.0513 13.8 1016 2 -- --
64.34 0.376 2.95 -0.0472 0.153 1.3 -- -2.89 0.0714 13.4 1015 14 -- --
65.01 0.376 2.95 -0.0436 0.157 2.12 -- -- 0.0705 13.4 1016 2 -- --
65.76 0.38 2.96 -0.0534 -- 1.22 -- -2.89 0.0673 -- 1015 14 -- --
74.7 0.405 2.96 -0.0891 0.116 -- 0.122 -- 0.0496 14 -- -- -- --
74.75 0.405 2.96 -0.0854 0.116 -- -- -- 0.0503 14 -- -- -- --
65.77 0.379 2.96 -0.0268 -- 2.23 -- -- 0.0671 -- 1016 2 -- --
65.06 0.376 2.95 -- 0.159 2.13 -- -- 0.0762 13.4 1016 2 -- --
75.56 0.406 2.96 -0.0902 -- -- -- -- 0.0476 -- -- -- -- --
74.94 0.405 2.96 -- 0.117 -- -- -- 0.0598 14 -- -- -- --
65.79 0.379 2.96 -- -- 2.24 -- -- 0.0701 -- 1016 2 -- --
75.78 0.406 2.96 -- -- -- -- -- 0.0576 -- -- -- -- --

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 60.91 wind 5 10 > th dose independent rect. 10 1
5 60.91 wind 5 10 > th dose dependent rect. 10 1
9 61.03 wind 7 90 > th dose dependent rect. 8 1
10 61.21 wind 7 90 > th dose independent rect. 8 1
11 61.33 humidity 90 90 > th dose independent rect. 8 2
32 61.64 humidity 90 90 > th dose dependent rect. 8 2
39 62.33 wind 9 90 > th dose dependent rect. 22 12
64 64.30 atmosphere 1015 10 < th dose independent sin 10 NA
67 64.30 atmosphere 1015 270 < th dose independent sin 12 NA
68 64.30 atmosphere 1015 10 < th dose independent sin 21 NA
72 64.30 atmosphere 1015 270 < th dose independent sin 0 NA
82 64.32 atmosphere 1015 10 > th dose independent sin 7 NA
178 64.32 atmosphere 1015 10 > th dose independent no NA NA
187 64.32 atmosphere 1015 10 < th dose independent no NA NA
191 64.32 atmosphere 1015 270 > th dose independent rect. 20 1
198 64.32 atmosphere 1015 10 > th dose independent rect. 23 1