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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.

Os12g0222500

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

Description : Glycoside hydrolase, family 19 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.21 (0.0376) R2 : 0.753
β1 : 2.69 (0.146) R2dD : 0.204 R2D : -0.269
β2 : 0.603 (0.0961) R2dC : 0.0286 R2C : -0.19
β3 : -1.94 (0.122) R2dE : 0.176 R2E : -0.284
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 2.9 (0.0828) R2dN8 : 0.974 R2N8 : 0.456
σ : 0.696
deviance : 223.51
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_____
C
peak time of C : 19.3
E
wheather : temperature
threshold : 26.7
memory length : 5676
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
208.88 0.679 5.06 3.81 0.853 -2.45 -0.343 4.39 3.17 19.5 26.84 5295 -- --
229.09 0.705 5.13 2.85 0.494 -2.17 -0.659 -- 3.1 18.5 26.63 5718 -- --
209.19 0.674 5.06 3.8 0.857 -2.45 -- 4.35 3.17 19.5 26.84 5284 -- --
223.51 0.696 5.21 2.69 0.603 -1.94 -- -- 2.9 19.3 26.7 5676 -- --
240.03 0.722 5.02 3.82 -- -2.31 -- 4.09 3.25 -- 26.85 5655 -- --
353.23 0.881 5.29 1.79 0.743 -- -0.098 -- 2.54 18.7 -- -- -- --
353.25 0.88 5.29 1.79 0.743 -- -- -- 2.54 18.6 -- -- -- --
248.75 0.735 5.2 2.63 -- -1.99 -- -- 2.9 -- 26.9 5671 -- --
367.47 0.893 5.31 -- 0.675 -1.22 -- -- 2.43 19.5 28.8 5415 -- --
382.01 0.913 5.27 1.78 -- -- -- -- 2.53 -- -- -- -- --
438.05 0.979 5.33 -- 0.721 -- -- -- 2.34 18.8 -- -- -- --
394.1 0.925 5.29 -- -- -1.24 -- -- 2.44 -- 28.8 5555 -- --
465.22 1.01 5.32 -- -- -- -- -- 2.33 -- -- -- -- --

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
1 210.14 temperature 25 1440 > th dose dependent rect. 11 4
8 211.91 humidity 90 43200 > th dose dependent rect. 21 1
18 212.61 temperature 25 4320 > th dose dependent rect. 14 3
20 212.70 temperature 25 4320 > th dose dependent rect. 15 1
35 213.13 temperature 25 1440 > th dose dependent rect. 10 18
36 213.14 temperature 25 1440 > th dose dependent sin 22 NA
82 213.86 humidity 90 43200 > th dose dependent rect. 19 4
91 213.96 temperature 25 1440 > th dose dependent rect. 23 18
95 214.00 temperature 25 1440 > th dose dependent rect. 23 20
168 214.42 humidity 90 43200 < th dose independent rect. 20 1
193 214.52 humidity 90 43200 < th dose independent rect. 19 3
243 214.75 temperature 25 1440 > th dose dependent rect. 18 23
249 214.78 temperature 25 1440 > th dose dependent rect. 20 21
287 215.01 temperature 25 1440 > th dose dependent no NA NA
384 215.64 temperature 25 1440 > th dose dependent rect. 13 23
430 216.09 humidity 90 43200 > th dose independent rect. 20 2
522 216.71 humidity 90 43200 > th dose independent rect. 18 5
854 219.01 humidity 90 43200 > th dose independent rect. 9 1