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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.

Os11g0521000

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 : 4.51 (0.0361) R2 : 0.693
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.92 (0.122) R2dE : 0.726 R2E : 0.667
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.413 (0.0774) R2dN8 : 0.026 R2N8 : -0.0331
σ : 0.674
deviance : 209.57
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C
peak time of C : --
E
wheather : temperature
threshold : 20.67
memory length : 757
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 8.42
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = > th, dose dependency = dose dependent, type of G = sin)

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
196.16 0.658 4.42 0.688 0.264 3.49 -1.41 4.24 -0.191 1.11 20.82 754 8.2 --
205.34 0.667 4.51 -0.157 0.265 3.72 -0.665 -- -0.415 1.06 21.19 786 8.32 --
202.27 0.662 4.47 0.444 0.336 3.52 -- 2.65 -0.291 0.69 21.16 737 7.81 --
206.93 0.67 4.51 -0.128 0.302 3.66 -- -- -0.41 0.976 21.22 784 8.24 --
205.01 0.667 4.46 0.374 -- 3.83 -- 2.59 -0.303 -- 20.63 717 8.06 --
476.8 1.02 4.38 0.641 1.8 -- 0.125 -- 0.17 2.25 -- -- -- --
476.86 1.02 4.38 0.638 1.8 -- -- -- 0.169 2.25 -- -- -- --
208.86 0.673 4.51 -0.168 -- 3.95 -- -- -0.435 -- 20.64 759 8.44 --
207.31 0.671 4.51 -- 0.319 3.64 -- -- -0.402 0.643 21.26 774 8.07 --
668.66 1.21 4.37 0.713 -- -- -- -- 0.212 -- -- -- -- --
487.58 1.03 4.4 -- 1.81 -- -- -- 0.0979 2.26 -- -- -- --
209.57 0.674 4.51 -- -- 3.92 -- -- -0.413 -- 20.67 757 8.42 --
682.08 1.22 4.39 -- -- -- -- -- 0.133 -- -- -- -- --

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
1 198.27 temperature 20 720 > th dose dependent sin 14 NA
3 202.13 temperature 20 720 > th dose dependent rect. 15 14
8 203.82 temperature 20 720 > th dose dependent rect. 15 17
15 206.46 temperature 10 720 > th dose dependent rect. 13 15
26 210.50 temperature 20 720 > th dose dependent rect. 16 10
36 211.74 temperature 30 720 < th dose dependent sin 16 NA
67 215.56 temperature 20 4320 > th dose dependent rect. 21 1
81 216.77 temperature 30 720 < th dose dependent rect. 15 11
102 217.95 temperature 30 4320 < th dose dependent rect. 21 1
299 222.25 temperature 20 1440 > th dose dependent rect. 8 23
314 222.40 temperature 20 1440 > th dose dependent no NA NA
319 222.44 temperature 20 1440 > th dose dependent rect. 6 23
373 223.13 temperature 20 1440 > th dose dependent rect. 23 23
420 223.71 temperature 20 1440 > th dose dependent sin 8 NA
712 228.03 temperature 10 1440 > th dose dependent rect. 8 19
834 228.81 temperature 10 1440 > th dose dependent rect. 16 23
857 228.95 temperature 10 1440 > th dose dependent rect. 14 22
925 229.38 temperature 10 1440 > th dose dependent no NA NA
958 229.59 temperature 10 1440 > th dose dependent rect. 10 23
983 229.79 temperature 10 1440 > th dose dependent rect. 23 23