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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.

Os10g0393500

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

Description : Lipolytic enzyme, G-D-S-L family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.91 (0.0416) R2 : 2.12e-05
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0086 (0.0875) R2dN8 : 2.74e-05 R2N8 : 2.12e-05
σ : 0.783
deviance : 281.07
__
_____
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 = radiation, 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
262.06 0.761 2.91 0.156 0.12 1.24 0.244 2.82 0.021 1.31 44.8 10 -- --
267.59 0.762 2.91 0.197 0.142 1.11 -0.312 -- 0.0411 0.313 44.73 15 -- --
262.16 0.754 2.91 0.165 0.117 1.29 -- 2.89 0.0257 0.414 45.01 9 -- --
267.88 0.762 2.9 0.198 0.13 1.09 -- -- 0.0296 0.289 43.98 15 -- --
262.95 0.755 2.91 0.163 -- 1.22 -- 2.92 0.0206 -- 45.55 9 -- --
279.51 0.784 2.91 0.155 0.0258 -- 0.498 -- 0.0102 8.29 -- -- -- --
280.2 0.784 2.91 0.171 0.0426 -- -- -- 0.0109 12.3 -- -- -- --
268.77 0.764 2.9 0.202 -- 1 -- -- 0.0327 -- 44.76 15 -- --
268.92 0.764 2.91 -- 0.129 1.06 -- -- 0.0162 0.3 43.52 15 -- --
280.31 0.782 2.91 0.17 -- -- -- -- 0.0102 -- -- -- -- --
280.97 0.784 2.91 -- 0.0402 -- -- -- -0.00817 12 -- -- -- --
269.84 0.765 2.91 -- -- 0.976 -- -- 0.00982 -- 44.41 15 -- --
281.07 0.783 2.91 -- -- -- -- -- -0.0086 -- -- -- -- --

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
1 261.50 radiation 40 10 > th dose dependent rect. 9 4
23 262.82 radiation 40 10 > th dose dependent sin 1 NA
46 262.90 radiation 40 10 > th dose dependent rect. 11 23
51 263.07 radiation 40 10 > th dose dependent no NA NA
226 263.25 radiation 40 10 > th dose independent rect. 11 2
292 264.20 atmosphere 1000 10 < th dose independent rect. 23 1