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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.

Os06g0726900

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

Description : Similar to Arm repeat containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.99 (--) R2 : 0.00192
β1 : -0.0663 (--) R2dD : 0.00308 R2D : 0.00303
β2 : 0.112 (--) R2dC : -0.00117 R2C : -0.00118
β3 : 2.27 (--) R2dE : -- R2E : --
β4 : -0.0204 (--) R2dD*C : -5e-04 R2D*C : -0.000465
β5 : -5.94 (--) R2dD*E : -- R2D*E : --
γ1 : -0.0111 (--) R2dN8 : 0.000614 R2N8 : 0.000431
σ : 0.404
deviance : 74.07
__
_____
C
peak time of C : 10.1
E
wheather : atmosphere
threshold : 5
memory length : 1
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 = atmosphere, 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
74.07 0.404 2.99 -0.0663 0.112 2.27 -0.0204 -5.94 -0.0111 10.1 5 1 -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
110.4 0.493 3 -0.157 0.0355 -- 0.366 -- -0.0502 11.3 -- -- -- --
110.86 0.493 3 -0.143 0.0597 -- -- -- -0.05 7.72 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
111.05 0.492 3 -0.142 -- -- -- -- -0.0492 -- -- -- -- --
111.4 0.494 3 -- 0.0587 -- -- -- -0.0341 7.89 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
111.59 0.493 3 -- -- -- -- -- -0.0334 -- -- -- -- --

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 74.07 atmosphere 1015 10 > th dose independent sin 7 NA
97 74.07 atmosphere 1015 10 > th dose independent no NA NA
101 74.07 atmosphere 1015 10 < th dose independent sin 13 NA
107 74.07 atmosphere 1015 10 < th dose independent sin 1 NA
113 74.07 atmosphere 1015 10 < th dose independent no NA NA
117 74.07 atmosphere 1015 270 > th dose independent rect. 20 1
124 74.07 atmosphere 1015 10 > th dose independent rect. 23 1