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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.

Os02g0584200

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 : 2.97 (0.0274) R2 : 0.208
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 4.26 (0.349) R2dE : 0.203 R2E : 0.196
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.129 (0.0577) R2dN8 : 0.0123 R2N8 : 0.00548
σ : 0.506
deviance : 117.23
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 1016
memory length : 2
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 = 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
116.39 0.502 2.96 0.044 0.0599 2.29 0.314 -6.18 0.14 8.23 1015 10 -- --
132.49 0.54 2.97 -0.0358 0.0394 2.35 0.655 -- 0.127 10.4 1015 10 -- --
116.63 0.507 2.96 0.0576 0.0688 2.17 -- -6.1 0.139 6.52 1015 6 -- --
116.71 0.506 2.96 0.101 0.0695 4.31 -- -- 0.139 6.69 1016 2 -- --
116.88 0.506 2.96 0.0593 -- 2.17 -- -6.1 0.14 -- 1015 6 -- --
151.44 0.577 2.98 -0.0464 0.0532 -- -0.629 -- 0.0997 23.7 -- -- -- --
152.88 0.579 2.97 -0.0234 0.0907 -- -- -- 0.101 3.22 -- -- -- --
116.96 0.506 2.96 0.103 -- 4.3 -- -- 0.141 -- 1016 2 -- --
116.97 0.506 2.97 -- 0.0706 4.27 -- -- 0.128 6.57 1016 2 -- --
153.35 0.579 2.97 -0.0195 -- -- -- -- 0.103 -- -- -- -- --
152.9 0.578 2.97 -- 0.0902 -- -- -- 0.103 3.22 -- -- -- --
117.23 0.506 2.97 -- -- 4.26 -- -- 0.129 -- 1016 2 -- --
153.36 0.578 2.97 -- -- -- -- -- 0.105 -- -- -- -- --

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
1 116.12 atmosphere 1015 720 < th dose independent sin 22 NA
2 116.21 atmosphere 1015 720 > th dose dependent rect. 3 21
3 116.24 atmosphere 1015 720 > th dose independent sin 22 NA
6 116.31 atmosphere 1015 10 < th dose independent sin 16 NA
9 116.31 atmosphere 1015 270 < th dose independent sin 18 NA
10 116.31 atmosphere 1015 10 < th dose independent sin 4 NA
13 116.31 atmosphere 1015 270 < th dose independent sin 6 NA
30 116.37 atmosphere 1015 720 > th dose independent rect. 22 1
68 116.38 atmosphere 1015 720 > th dose dependent rect. 22 1
106 116.39 atmosphere 1015 10 > th dose independent sin 7 NA
202 116.39 atmosphere 1015 10 > th dose independent no NA NA
208 116.39 atmosphere 1015 10 < th dose independent no NA NA
218 116.39 atmosphere 1015 10 > th dose independent rect. 23 1