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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.

Os01g0215500

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 : 4.34 (0.0498) R2 : 0.227
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.78 (0.117) R2dC : 0.0772 R2C : 0.0867
β3 : 1.23 (0.146) R2dE : 0.138 R2E : 0.149
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0113 (0.111) R2dN8 : 0.000173 R2N8 : 0.00139
σ : 0.919
deviance : 389.03
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_____
C
peak time of C : 13.1
E
wheather : temperature
threshold : 22.1
memory length : 1493
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 = temperature, 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
371.6 0.906 4.39 -0.183 0.787 1.29 -1.34 1.79 -0.137 12.7 22.17 1494 -- --
379.11 0.907 4.33 0.403 0.785 1.3 -1.31 -- 0.0156 12.8 22.14 1495 -- --
378.98 0.907 4.39 -0.186 0.802 1.33 -- 1.76 -0.136 13.1 22.1 1496 -- --
385.9 0.915 4.34 0.349 0.794 1.28 -- -- -0.00282 13.1 22.11 1496 -- --
416.35 0.95 4.4 -0.0406 -- 1.48 -- 1.75 -0.0914 -- 21.93 2520 -- --
437.92 0.981 4.43 -0.0765 0.823 -- -1.33 -- -0.418 12.9 -- -- -- --
445.14 0.988 4.43 -0.124 0.831 -- -- -- -0.424 13.2 -- -- -- --
422.88 0.958 4.34 0.479 -- 1.39 -- -- 0.0427 -- 22 2488 -- --
389.03 0.919 4.34 -- 0.78 1.23 -- -- -0.0113 13.1 22.1 1493 -- --
487.9 1.03 4.45 -0.156 -- -- -- -- -0.441 -- -- -- -- --
445.54 0.987 4.43 -- 0.833 -- -- -- -0.41 13.2 -- -- -- --
409.42 0.942 4.34 -- -- 1.43 -- -- 0.0457 -- 24.9 1092 -- --
488.54 1.03 4.44 -- -- -- -- -- -0.424 -- -- -- -- --

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
1 366.33 temperature 30 1440 < th dose dependent rect. 1 1
2 366.55 temperature 15 1440 > th dose dependent rect. 1 1
92 370.01 temperature 15 1440 > th dose dependent rect. 23 10
213 371.32 temperature 15 1440 > th dose dependent sin 9 NA
216 371.33 temperature 30 1440 < th dose dependent sin 9 NA
291 372.05 temperature 25 1440 < th dose dependent rect. 16 13
372 372.66 temperature 25 1440 < th dose dependent rect. 11 19
384 372.71 temperature 25 4320 < th dose independent rect. 20 4
529 373.51 temperature 25 4320 < th dose independent rect. 20 2
631 373.94 temperature 25 4320 < th dose independent rect. 23 1
713 374.20 temperature 20 4320 > th dose independent rect. 21 3
740 374.31 temperature 25 1440 < th dose dependent no NA NA
780 374.48 temperature 25 1440 < th dose dependent rect. 24 23