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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.

Os09g0260200

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 : 2.8 (0.0358) R2 : 0.0861
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.49 (0.539) R2dE : 0.0844 R2E : 0.0814
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.101 (0.0755) R2dN8 : 0.00463 R2N8 : 0.00168
σ : 0.673
deviance : 208.92
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_____
C
peak time of C : --
E
wheather : humidity
threshold : 47
memory length : 158
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 = humidity, 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
206.25 0.675 2.77 -0.0765 0.0922 -2.48 0.223 15.2 0.073 1.05 49 177 -- --
207.19 0.67 2.82 -0.281 0.114 3.8 -0.0641 -- 0.0336 2.51 47 158 -- --
205.87 0.668 2.78 -0.117 0.108 -2.44 -- 15.1 0.0712 2.93 47.14 158 -- --
206.94 0.67 2.81 -0.236 0.112 3.74 -- -- 0.0738 2.95 47.35 158 -- --
205.76 0.668 2.72 -0.00226 -- -10.3 -- 33.4 0.0602 -- 47.8 157 -- --
226.48 0.706 2.81 -0.0779 0.0305 -- -0.772 -- 0.0612 5.82 -- -- -- --
227.91 0.707 2.81 -0.084 0.035 -- -- -- 0.0639 3.01 -- -- -- --
207.65 0.671 2.81 -0.225 -- 3.7 -- -- 0.0807 -- 47 158 -- --
208.3 0.672 2.8 -- 0.103 3.56 -- -- 0.0973 2.78 47 158 -- --
227.98 0.706 2.81 -0.0825 -- -- -- -- 0.0648 -- -- -- -- --
228.09 0.706 2.81 -- 0.0334 -- -- -- 0.0733 3 -- -- -- --
208.92 0.673 2.8 -- -- 3.49 -- -- 0.101 -- 47 158 -- --
228.16 0.705 2.81 -- -- -- -- -- 0.074 -- -- -- -- --

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
1 198.12 humidity 50 30 < th dose dependent sin 12 NA
3 198.29 humidity 50 90 < th dose independent sin 13 NA
5 198.66 humidity 50 10 < th dose independent rect. 14 2
10 198.95 humidity 50 90 > th dose independent sin 13 NA
12 199.42 humidity 50 10 < th dose independent rect. 14 4
32 199.60 humidity 50 10 < th dose dependent rect. 14 2
37 199.94 humidity 50 10 < th dose dependent rect. 14 4
159 200.34 wind 1 10 < th dose independent rect. 14 2
161 200.34 wind 1 10 < th dose dependent rect. 14 2
339 204.73 humidity 50 270 < th dose dependent rect. 12 1
340 204.74 humidity 50 270 < th dose independent rect. 12 1
419 205.53 humidity 50 270 < th dose dependent sin 7 NA
591 208.25 temperature 30 90 > th dose independent rect. 15 1
815 209.86 humidity 50 270 < th dose independent no NA NA
988 209.96 humidity 50 270 < th dose dependent no NA NA