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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.

Os01g0590800

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 : 2.92 (0.0177) R2 : 0.000948
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0246 (0.0373) R2dN8 : 0.00122 R2N8 : 0.000948
σ : 0.334
deviance : 51.22
__
_____
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
31.65 0.264 2.91 0.0114 0.0607 1.7 -0.0312 -4.53 -0.00169 10.4 1015 10 -- --
40.31 0.298 2.91 -0.0465 0.0612 1.75 0.265 -- -0.0107 11.7 1015 10 -- --
31.65 0.264 2.91 0.0118 0.0608 1.64 -- -4.36 -0.00176 10.5 1015 13 -- --
40.6 0.299 2.91 -0.0364 0.0634 1.75 -- -- -0.0101 10.5 1015 10 -- --
31.88 0.264 2.91 0.0105 -- 1.61 -- -4.36 -0.00236 -- 1015 19 -- --
50.83 0.334 2.92 -0.0545 0.00174 -- -0.287 -- -0.0311 1.26 -- -- -- --
51.14 0.335 2.92 -0.045 0.0227 -- -- -- -0.03 6.71 -- -- -- --
40.84 0.299 2.91 -0.0377 -- 1.72 -- -- -0.0107 -- 1015 10 -- --
40.63 0.299 2.91 -- 0.0637 1.75 -- -- -0.00599 10.5 1015 10 -- --
51.17 0.334 2.92 -0.0445 -- -- -- -- -0.0295 -- -- -- -- --
51.19 0.335 2.92 -- 0.0222 -- -- -- -0.0249 6.83 -- -- -- --
40.88 0.299 2.91 -- -- 1.72 -- -- -0.0065 -- 1015 10 -- --
51.22 0.334 2.92 -- -- -- -- -- -0.0246 -- -- -- -- --

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 31.63 atmosphere 1015 30 < th dose independent sin 12 NA
3 31.63 atmosphere 1015 270 < th dose independent sin 14 NA
4 31.63 atmosphere 1015 90 < th dose independent sin 0 NA
5 31.63 atmosphere 1015 270 < th dose independent sin 2 NA
6 31.64 atmosphere 1015 10 < th dose independent sin 10 NA
19 31.64 atmosphere 1015 10 < th dose independent sin 22 NA
25 31.64 atmosphere 1015 10 < th dose independent sin 1 NA
31 31.65 atmosphere 1015 10 > th dose independent sin 7 NA
127 31.65 atmosphere 1015 10 > th dose independent no NA NA
145 31.65 atmosphere 1015 10 < th dose independent no NA NA
149 31.65 atmosphere 1015 270 > th dose independent rect. 20 1
156 31.65 atmosphere 1015 10 > th dose independent rect. 23 1