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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.

Os02g0532900

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

Description : Glycoside hydrolase, family 17 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.9 (0.0466) R2 : 0.329
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.921 (0.116) R2dC : 0.093 R2C : 0.122
β3 : 1.84 (0.16) R2dE : 0.232 R2E : 0.213
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.303 (0.104) R2dN8 : 0.0185 R2N8 : -0.0288
σ : 0.859
deviance : 339.92
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_____
C
peak time of C : 8.69
E
wheather : temperature
threshold : 24.6
memory length : 3457
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
332.86 0.857 4.94 -0.758 0.935 1.62 0.0613 0.767 0.135 8.71 24.56 3441 -- --
333.38 0.85 4.92 -0.539 0.938 1.66 0.113 -- 0.201 8.71 24.52 3441 -- --
332.86 0.85 4.94 -0.758 0.933 1.62 -- 0.776 0.133 8.71 24.56 3449 -- --
333.4 0.85 4.91 -0.533 0.929 1.66 -- -- 0.201 8.71 24.52 3449 -- --
377.76 0.905 4.96 -0.627 -- 1.84 -- 0.588 0.145 -- 24.7 3593 -- --
403.03 0.941 5.02 -1.17 1.07 -- 0.11 -- -0.28 8.87 -- -- -- --
403.07 0.94 5.02 -1.17 1.07 -- -- -- -0.28 8.88 -- -- -- --
377.88 0.905 4.94 -0.462 -- 1.87 -- -- 0.216 -- 24.7 3592 -- --
339.92 0.859 4.9 -- 0.921 1.84 -- -- 0.303 8.69 24.6 3457 -- --
468.69 1.01 5.05 -1.17 -- -- -- -- -0.272 -- -- -- -- --
438.93 0.98 4.99 -- 1.07 -- -- -- -0.15 8.96 -- -- -- --
382.57 0.911 4.92 -- -- 2.04 -- -- 0.303 -- 24.71 3592 -- --
504.58 1.05 5.02 -- -- -- -- -- -0.142 -- -- -- -- --

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
1 323.32 temperature 25 4320 < th dose independent rect. 20 1
3 324.80 temperature 25 4320 > th dose independent rect. 20 1
7 326.46 temperature 25 4320 < th dose independent rect. 19 7
12 327.10 temperature 25 4320 > th dose independent rect. 19 6
59 330.72 temperature 20 4320 > th dose dependent rect. 24 1
71 331.28 temperature 25 4320 < th dose independent sin 14 NA
74 331.51 temperature 30 4320 < th dose dependent rect. 17 9
81 331.62 temperature 30 4320 < th dose dependent rect. 20 1
82 331.65 temperature 10 4320 > th dose dependent rect. 20 1
94 331.88 temperature 10 4320 > th dose dependent rect. 20 5
100 331.95 temperature 30 4320 < th dose dependent rect. 20 5
119 332.17 temperature 30 14400 > th dose dependent rect. 8 1
162 332.58 temperature 30 4320 < th dose dependent rect. 17 5
164 332.60 temperature 25 4320 > th dose independent sin 14 NA
181 332.71 temperature 10 4320 > th dose dependent rect. 24 1
185 332.73 temperature 30 270 < th dose dependent rect. 24 22
226 333.02 temperature 30 4320 < th dose dependent rect. 23 2
236 333.08 temperature 30 4320 < th dose dependent rect. 17 1
355 333.84 temperature 30 4320 < th dose dependent sin 14 NA
406 334.20 temperature 10 4320 > th dose dependent sin 14 NA
455 334.54 temperature 30 14400 > th dose independent rect. 8 1
640 335.41 temperature 30 14400 < th dose independent rect. 5 4
643 335.42 temperature 30 14400 < th dose independent rect. 3 6
702 335.68 temperature 30 14400 < th dose independent rect. 22 11
715 335.72 temperature 30 14400 < th dose independent rect. 7 2