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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.

Os01g0715500

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

Description : Similar to Voltage-dependent anion channel.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.03 (0.022) R2 : 0.264
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 5.32 (0.416) R2dE : 0.264 R2E : 0.264
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.00619 (0.0463) R2dN8 : 3.68e-05 R2N8 : 0.000168
σ : 0.414
deviance : 78.69
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 994.8
memory length : 11
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
84.94 0.429 -2010 12300 0.00449 -589000 0.309 3600000 -0.0142 2.55 995 10 -- --
80.69 0.422 3.04 -0.127 0.00598 4.84 0.315 -- -0.0164 2.41 995 10 -- --
85.25 0.43 -2010 12300 0.0219 -589000 -- 3600000 -0.0189 7.07 995 10 -- --
78.24 0.415 3.04 -0.13 0.00888 5.34 -- -- -0.0207 6.94 994.8 11 -- --
85.28 0.43 -2010 12300 -- -589000 -- 3600000 -0.0183 -- 995 10 -- --
106.4 0.484 3.04 -0.0933 0.0319 -- -0.208 -- -0.0306 13.3 -- -- -- --
106.54 0.483 3.04 -0.1 0.0442 -- -- -- -0.0312 16 -- -- -- --
78.24 0.412 3.04 -0.13 -- 5.34 -- -- -0.0207 -- 994.8 11 -- --
78.69 0.415 3.03 -- 0.00761 5.32 -- -- -0.00627 8.07 994.8 11 -- --
106.65 0.483 3.04 -0.102 -- -- -- -- -0.0324 -- -- -- -- --
106.8 0.483 3.04 -- 0.0461 -- -- -- -0.0201 16 -- -- -- --
78.69 0.414 3.03 -- -- 5.32 -- -- -0.00619 -- 994.8 11 -- --
106.92 0.483 3.04 -- -- -- -- -- -0.0211 -- -- -- -- --

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 77.90 atmosphere 995 10 > th dose independent sin 6 NA
3 78.09 atmosphere 995 10 < th dose independent sin 6 NA
4 78.09 atmosphere 995 90 < th dose independent rect. 14 1
5 78.09 atmosphere 995 10 < th dose independent rect. 15 1
131 78.09 atmosphere 995 10 < th dose dependent sin 6 NA
132 78.09 atmosphere 995 90 < th dose dependent rect. 14 1
133 78.09 atmosphere 995 10 < th dose dependent rect. 15 1
311 81.01 temperature 30 30 > th dose dependent rect. 16 1
485 85.10 atmosphere 995 10 < th dose dependent no NA NA
704 85.88 temperature 30 10 > th dose dependent sin 12 NA